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Check if it is ok to perform an http request.
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Expect encoding problems."'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'git'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'is_repo_clean'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'keyword_argument', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'master'}; {'id': '34', 'type': '()', 'children': ['35']}; {'id': '35', 'type': 'not_operator', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'no_master'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; 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Releases a new version
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Stratify by clustering the items in feature space Parameters ---------- features : array-like, shape=(n_items,n_features) feature matrix for the pool, where rows correspond to items and columns correspond to features. n_strata : int number of strata to create. **kwargs : passed to sklearn.cluster.KMeans Returns ------- Strata instance
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Substract `delta` working days to the date. This method is a shortcut / helper. Users may want to use either:: cal.add_working_days(my_date, -7) cal.sub_working_days(my_date, 7) The other parameters are to be used exactly as in the ``add_working_days`` method. A negative ``delta`` argument will be converted into its absolute value. Hence, the two following calls are equivalent:: cal.sub_working_days(my_date, -7) cal.sub_working_days(my_date, 7) As in ``add_working_days()`` you can set the parameter ``keep_datetime`` to ``True`` to make sure that if your ``day`` argument is a ``datetime``, the returned date will also be a ``datetime`` object.
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{'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'bfs'}; {'id': '20', 'type': 'argument_list', 'children': []}; {'id': '21', 'type': 'block', 'children': ['22', '28', '36', '47', '53', '57', '101', '107', '123']}; {'id': '22', 'type': 'if_statement', 'children': ['23', '26']}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '25'], 'value': 'is'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'continue_statement', 'children': []}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'longest_prefix'}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'longest_prefix'}; {'id': '36', 'type': 'if_statement', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'has_value'}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'longest_prefix'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '47', 'type': 'if_statement', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'has_suffix'}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'continue_statement', 'children': []}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'parent'}; {'id': '57', 'type': 'while_statement', 'children': ['58', '59']}; {'id': '58', 'type': 'True', 'children': []}; {'id': '59', 'type': 'block', 'children': ['60', '83']}; {'id': '60', 'type': 'if_statement', 'children': ['61', '65', '75']}; {'id': '61', 'type': 'not_operator', 'children': ['62']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'has_suffix'}; {'id': '65', 'type': 'block', 'children': ['66', '74']}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '74', 'type': 'break_statement', 'children': []}; {'id': '75', 'type': 'else_clause', 'children': ['76']}; {'id': '76', 'type': 'block', 'children': ['77']}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '83', 'type': 'if_statement', 'children': ['84', '89']}; {'id': '84', 'type': 'comparison_operator', 'children': ['85', '88'], 'value': 'in'}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'uplink'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '89', 'type': 'block', 'children': ['90', '100']}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}; {'id': '91', 'type': 'assignment', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '95', 'type': 'subscript', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'uplink'}; {'id': '100', 'type': 'break_statement', 'children': []}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'assignment', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '107', 'type': 'while_statement', 'children': ['108', '116']}; {'id': '108', 'type': 'boolean_operator', 'children': ['109', '113'], 'value': 'and'}; {'id': '109', 'type': 'not_operator', 'children': ['110']}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'has_value'}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'has_suffix'}; {'id': '116', 'type': 'block', 'children': ['117']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '123', 'type': 'if_statement', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'has_value'}; {'id': '127', 'type': 'block', 'children': ['128']}; {'id': '128', 'type': 'expression_statement', 'children': ['129']}; {'id': '129', 'type': 'assignment', 'children': ['130', '133']}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'dict_suffix'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'suffix'}
Sets all suffix links in all nodes in this trie.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'compose'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'list_splat_pattern', 'children': ['5']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '26', '38', '69', '104', '110', '147']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'ensure_argcount'}; {'id': '10', 'type': 'argument_list', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '12', 'type': 'keyword_argument', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'min_'}; {'id': '14', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'imap'}; {'id': '23', 'type': 'argument_list', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'ensure_callable'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '26', 'type': 'if_statement', 'children': ['27', '33']}; {'id': '27', 'type': 'comparison_operator', 'children': ['28', '32'], 'value': '=='}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'subscript', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '37', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '38', 'type': 'if_statement', 'children': ['39', '45']}; {'id': '39', 'type': 'comparison_operator', 'children': ['40', '44'], 'value': '=='}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '45', 'type': 'block', 'children': ['46', '52']}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'assignment', 'children': ['48', '51']}; {'id': '48', 'type': 'pattern_list', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'f1'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'f2'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '52', 'type': 'return_statement', 'children': ['53']}; {'id': '53', 'type': 'lambda', 'children': ['54', '59']}; {'id': '54', 'type': 'lambda_parameters', 'children': ['55', '57']}; {'id': '55', 'type': 'list_splat_pattern', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '57', 'type': 'dictionary_splat_pattern', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'f1'}; {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'call', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'f2'}; {'id': '64', 'type': 'argument_list', 'children': ['65', '67']}; {'id': '65', 'type': 'list_splat', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '67', 'type': 'dictionary_splat', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '69', 'type': 'if_statement', 'children': ['70', '76']}; {'id': '70', 'type': 'comparison_operator', 'children': ['71', '75'], 'value': '=='}; {'id': '71', 'type': 'call', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '75', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '76', 'type': 'block', 'children': ['77', '84']}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '83']}; {'id': '79', 'type': 'pattern_list', 'children': ['80', '81', '82']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'f1'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'f2'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'f3'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '84', 'type': 'return_statement', 'children': ['85']}; {'id': '85', 'type': 'lambda', 'children': ['86', '91']}; {'id': '86', 'type': 'lambda_parameters', 'children': ['87', '89']}; {'id': '87', 'type': 'list_splat_pattern', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '89', 'type': 'dictionary_splat_pattern', 'children': ['90']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '91', 'type': 'call', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'f1'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'call', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'f2'}; {'id': '96', 'type': 'argument_list', 'children': ['97']}; {'id': '97', 'type': 'call', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'f3'}; {'id': '99', 'type': 'argument_list', 'children': ['100', '102']}; {'id': '100', 'type': 'list_splat', 'children': ['101']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '102', 'type': 'dictionary_splat', 'children': ['103']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}; {'id': '105', 'type': 'call', 'children': ['106', '109']}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '109', 'type': 'argument_list', 'children': []}; {'id': '110', 'type': 'function_definition', 'children': ['111', '112', '117']}; {'id': '111', 'type': 'function_name', 'children': [], 'value': 'g'}; {'id': '112', 'type': 'parameters', 'children': ['113', '115']}; {'id': '113', 'type': 'list_splat_pattern', 'children': ['114']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '115', 'type': 'dictionary_splat_pattern', 'children': ['116']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '117', 'type': 'block', 'children': ['118', '130', '145']}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '121', 'type': 'call', 'children': ['122', '125']}; {'id': '122', 'type': 'subscript', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '124', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '125', 'type': 'argument_list', 'children': ['126', '128']}; {'id': '126', 'type': 'list_splat', 'children': ['127']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '128', 'type': 'dictionary_splat', 'children': ['129']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '130', 'type': 'for_statement', 'children': ['131', '132', '137']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '132', 'type': 'subscript', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '134', 'type': 'slice', 'children': ['135', '136']}; {'id': '135', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '136', 'type': 'colon', 'children': []}; {'id': '137', 'type': 'block', 'children': ['138']}; {'id': '138', 'type': 'expression_statement', 'children': ['139']}; {'id': '139', 'type': 'assignment', 'children': ['140', '141']}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '145', 'type': 'return_statement', 'children': ['146']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '147', 'type': 'return_statement', 'children': ['148']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'g'}
Creates composition of the functions passed in. :param fs: One-argument functions, with the possible exception of last one that can accept arbitrary arguments :return: Function returning a result of functions from ``fs`` applied consecutively to the argument(s), in reverse order
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'instance'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '9', 'type': 'block', 'children': ['10', '22', '54']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '13', 'type': 'call', 'children': ['14', '20']}; {'id': '14', 'type': 'attribute', 'children': ['15', '19']}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'string', 'children': [], 'value': '"base64"'}; {'id': '22', 'type': 'if_statement', 'children': ['23', '26']}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '25'], 'value': 'not in'}; {'id': '24', 'type': 'string', 'children': [], 'value': '"filename"'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '26', 'type': 'block', 'children': ['27', '36']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'concatenated_string', 'children': ['34', '35']}; {'id': '34', 'type': 'string', 'children': [], 'value': '"FielFieldManager::set: No Filename detected "'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"-> using title or id"'}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '41']}; {'id': '38', 'type': 'subscript', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '40', 'type': 'string', 'children': [], 'value': '"filename"'}; {'id': '41', 'type': 'boolean_operator', 'children': ['42', '48'], 'value': 'or'}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'string', 'children': [], 'value': '"id"'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'string', 'children': [], 'value': '"title"'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': '_set'}; {'id': '59', 'type': 'argument_list', 'children': ['60', '61', '62']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'instance'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '62', 'type': 'dictionary_splat', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'kw'}
Decodes base64 value and set the file object
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'ActiveDates'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '16', '23', '27', '36', '45', '56', '92']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '11']}; {'id': '8', 'type': 'tuple_pattern', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'earliest'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'latest'}; {'id': '11', 'type': 'call', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'GetDateRange'}; {'id': '15', 'type': 'argument_list', 'children': []}; {'id': '16', 'type': 'if_statement', 'children': ['17', '20']}; {'id': '17', 'type': 'comparison_operator', 'children': ['18', '19'], 'value': 'is'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'earliest'}; {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'return_statement', 'children': ['22']}; {'id': '22', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'dates'}; {'id': '26', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'date_it'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'util'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'DateStringToDateObject'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'earliest'}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'date_end'}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'util'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'DateStringToDateObject'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'latest'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'delta'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'datetime'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'timedelta'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'days'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'while_statement', 'children': ['57', '60']}; {'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': '<='}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'date_it'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'date_end'}; {'id': '60', 'type': 'block', 'children': ['61', '70', '86']}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'date_it_string'}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'date_it'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'strftime'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'string', 'children': [], 'value': '"%Y%m%d"'}; {'id': '70', 'type': 'if_statement', 'children': ['71', '78']}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'IsActiveOn'}; {'id': '75', 'type': 'argument_list', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'date_it_string'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'date_it'}; {'id': '78', 'type': 'block', 'children': ['79']}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'call', 'children': ['81', '84']}; {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'dates'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '84', 'type': 'argument_list', 'children': ['85']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'date_it_string'}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}; {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'date_it'}; {'id': '89', 'type': 'binary_operator', 'children': ['90', '91'], 'value': '+'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'date_it'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'delta'}; {'id': '92', 'type': 'return_statement', 'children': ['93']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'dates'}
Return dates this service period is active as a list of "YYYYMMDD".
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sync'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '6', 'type': 'block', 'children': ['7', '30', '50']}; {'id': '7', 'type': 'for_statement', 'children': ['8', '11', '22']}; {'id': '8', 'type': 'pattern_list', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '11', 'type': 'call', 'children': ['12', '21']}; {'id': '12', 'type': 'attribute', 'children': ['13', '20']}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'string', 'children': [], 'value': "'billing'"}; {'id': '19', 'type': 'dictionary', 'children': []}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '21', 'type': 'argument_list', 'children': []}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'setattr'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28', '29']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'card_number'}; {'id': '35', 'type': 'call', 'children': ['36', '45']}; {'id': '36', 'type': 'attribute', 'children': ['37', '44']}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '43']}; {'id': '42', 'type': 'string', 'children': [], 'value': "'credit_card'"}; {'id': '43', 'type': 'dictionary', 'children': []}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '45', 'type': 'argument_list', 'children': ['46', '47']}; {'id': '46', 'type': 'string', 'children': [], 'value': "'card_number'"}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'card_number'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'save'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'keyword_argument', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'sync'}; {'id': '58', 'type': 'False', 'children': []}
Overwrite local customer payment profile data with remote data
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'apply'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '6', 'type': 'block', 'children': ['7', '22']}; {'id': '7', 'type': 'for_statement', 'children': ['8', '9', '12']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'cpu_transforms'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'apply'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '22', 'type': 'return_statement', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'arr'}
Apply all CPU transforms on an array.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'log_likelihood'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'covariance'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '23', '54', '58']}; {'id': '7', 'type': 'assert_statement', 'children': ['8']}; {'id': '8', 'type': 'comparison_operator', 'children': ['9', '12'], 'value': '=='}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'covariance'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '20']}; {'id': '17', 'type': 'pattern_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'dim'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'log_likelihood_'}; {'id': '26', 'type': '()', 'children': ['27']}; {'id': '27', 'type': 'binary_operator', 'children': ['28', '42'], 'value': '-'}; {'id': '28', 'type': 'binary_operator', 'children': ['29', '38'], 'value': '+'}; {'id': '29', 'type': 'unary_operator', 'children': ['30'], 'value': '-'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'binary_operator', 'children': ['36', '37'], 'value': '*'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'covariance'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'fast_logdet'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '42', 'type': 'binary_operator', 'children': ['43', '44'], 'value': '*'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'dim'}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'binary_operator', 'children': ['50', '51'], 'value': '*'}; {'id': '50', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'pi'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'augmented_assignment', 'children': ['56', '57'], 'value': '/='}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'log_likelihood_'}; {'id': '57', 'type': 'float', 'children': [], 'value': '2.'}; {'id': '58', 'type': 'return_statement', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'log_likelihood_'}
Computes the log-likelihood between the covariance and precision estimate. Parameters ---------- covariance : 2D ndarray (n_features, n_features) Maximum Likelihood Estimator of covariance precision : 2D ndarray (n_features, n_features) The precision matrix of the covariance model to be tested Returns ------- log-likelihood
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'setup_default_permissions'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'instance'}; {'id': '6', 'type': 'block', 'children': ['7', '22', '27']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '20']}; {'id': '8', 'type': 'boolean_operator', 'children': ['9', '14'], 'value': 'or'}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '11'], 'value': 'not in'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'instance'}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'new'}; {'id': '14', 'type': 'not_operator', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'instance'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'Entity'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'return_statement', 'children': []}; {'id': '22', 'type': 'if_statement', 'children': ['23', '25']}; {'id': '23', 'type': 'not_operator', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'current_app'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'return_statement', 'children': []}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_setup_default_permissions'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'instance'}
Setup default permissions on newly created entities according to. :attr:`Entity.__default_permissions__`.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'RattributesBM'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'database'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'rbiomart_host'}; {'id': '9', 'type': 'block', 'children': ['10', '17', '29', '41']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'biomaRt'}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'importr'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'string', 'children': [], 'value': '"biomaRt"'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'ensemblMart'}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'biomaRt'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'useMart'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'database'}; {'id': '26', 'type': 'keyword_argument', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'rbiomart_host'}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'ensembl'}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'biomaRt'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'useDataset'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'mart'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'ensemblMart'}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'biomaRt'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'listAttributes'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'ensembl'}
Lists BioMart attributes through a RPY2 connection. :param dataset: a dataset listed in RdatasetsBM() :param database: a database listed in RdatabasesBM() :param host: address of the host server, default='www.ensembl.org' :returns: nothing
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'delete_file_or_tree'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'list_splat_pattern', 'children': ['5']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'for_statement', 'children': ['8', '9', '10']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '10', 'type': 'block', 'children': ['11']}; {'id': '11', 'type': 'try_statement', 'children': ['12', '20']}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'unlink'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '20', 'type': 'except_clause', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'OSError'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'shutil'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'rmtree'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'ignore_errors'}; {'id': '32', 'type': 'True', 'children': []}
For every path in args, try to delete it as a file or a directory tree. Ignores deletion errors.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_estimate_runner_memory'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'json_file'}; {'id': '5', 'type': 'block', 'children': ['6', '26', '30', '113', '120']}; {'id': '6', 'type': 'with_statement', 'children': ['7', '16']}; {'id': '7', 'type': 'with_clause', 'children': ['8']}; {'id': '8', 'type': 'with_item', 'children': ['9']}; {'id': '9', 'type': 'as_pattern', 'children': ['10', '14']}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'json_file'}; {'id': '14', 'type': 'as_pattern_target', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'in_handle'}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'sinfo'}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'in_handle'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'num_parallel'}; {'id': '29', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '30', 'type': 'for_statement', 'children': ['31', '32', '35']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '32', 'type': 'list', 'children': ['33', '34'], 'value': '["config__algorithm__variantcaller", "description"]'}; {'id': '33', 'type': 'string', 'children': [], 'value': '"config__algorithm__variantcaller"'}; {'id': '34', 'type': 'string', 'children': [], 'value': '"description"'}; {'id': '35', 'type': 'block', 'children': ['36', '40', '44', '91', '98']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'item_counts'}; {'id': '39', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '43', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '44', 'type': 'for_statement', 'children': ['45', '46', '55']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '46', 'type': '()', 'children': ['47']}; {'id': '47', 'type': 'boolean_operator', 'children': ['48', '54'], 'value': 'or'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'sinfo'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '54', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '55', 'type': 'block', 'children': ['56', '60']}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'augmented_assignment', 'children': ['58', '59'], 'value': '+='}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '59', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '60', 'type': 'if_statement', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '62', 'type': 'block', 'children': ['63']}; {'id': '63', 'type': 'if_statement', 'children': ['64', '71', '82']}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '66', 'type': 'argument_list', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '68', 'type': 'tuple', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'tuple'}; {'id': '71', 'type': 'block', 'children': ['72']}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'call', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'item_counts'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '77', 'type': 'argument_list', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '82', 'type': 'else_clause', 'children': ['83']}; {'id': '83', 'type': 'block', 'children': ['84']}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'call', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'item_counts'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'call', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '94', 'type': 'argument_list', 'children': ['95', '96', '97']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'item_counts'}; {'id': '98', 'type': 'if_statement', 'children': ['99', '102']}; {'id': '99', 'type': 'boolean_operator', 'children': ['100', '101'], 'value': 'and'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'item_counts'}; {'id': '102', 'type': 'block', 'children': ['103', '112']}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'assignment', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'num_parallel'}; {'id': '106', 'type': 'binary_operator', 'children': ['107', '108'], 'value': '*'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '108', 'type': 'call', 'children': ['109', '110']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '110', 'type': 'argument_list', 'children': ['111']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'item_counts'}; {'id': '112', 'type': 'break_statement', 'children': []}; {'id': '113', 'type': 'if_statement', 'children': ['114', '117']}; {'id': '114', 'type': 'comparison_operator', 'children': ['115', '116'], 'value': '<'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'num_parallel'}; {'id': '116', 'type': 'integer', 'children': [], 'value': '25'}; {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'return_statement', 'children': ['119']}; {'id': '119', 'type': 'string', 'children': [], 'value': '"3g"'}; {'id': '120', 'type': 'if_statement', 'children': ['121', '124', '127', '134']}; {'id': '121', 'type': 'comparison_operator', 'children': ['122', '123'], 'value': '<'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'num_parallel'}; {'id': '123', 'type': 'integer', 'children': [], 'value': '150'}; {'id': '124', 'type': 'block', 'children': ['125']}; {'id': '125', 'type': 'return_statement', 'children': ['126']}; {'id': '126', 'type': 'string', 'children': [], 'value': '"6g"'}; {'id': '127', 'type': 'elif_clause', 'children': ['128', '131']}; {'id': '128', 'type': 'comparison_operator', 'children': ['129', '130'], 'value': '<'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'num_parallel'}; {'id': '130', 'type': 'integer', 'children': [], 'value': '500'}; {'id': '131', 'type': 'block', 'children': ['132']}; {'id': '132', 'type': 'return_statement', 'children': ['133']}; {'id': '133', 'type': 'string', 'children': [], 'value': '"12g"'}; {'id': '134', 'type': 'else_clause', 'children': ['135']}; {'id': '135', 'type': 'block', 'children': ['136']}; {'id': '136', 'type': 'return_statement', 'children': ['137']}; {'id': '137', 'type': 'string', 'children': [], 'value': '"24g"'}
Estimate Java memory requirements based on number of samples. A rough approach to selecting correct allocated memory for Cromwell.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'min_ems'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '9', 'type': 'type', 'children': ['10']}; {'id': '10', 'type': 'string', 'children': [], 'value': "'Size'"}; {'id': '11', 'type': 'block', 'children': ['12', '17', '28']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'raise_not_number'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'string', 'children': [], 'value': "'{}em'"}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '28', 'type': 'return_statement', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}
Set the minimum size in ems.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'generate_all_aliases'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'fieldfile'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'include_global'}; {'id': '6', 'type': 'block', 'children': ['7', '19']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'all_options'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'aliases'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'fieldfile'}; {'id': '16', 'type': 'keyword_argument', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'include_global'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'include_global'}; {'id': '19', 'type': 'if_statement', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'all_options'}; {'id': '21', 'type': 'block', 'children': ['22', '29']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'thumbnailer'}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'get_thumbnailer'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'fieldfile'}; {'id': '29', 'type': 'for_statement', 'children': ['30', '33', '39']}; {'id': '30', 'type': 'pattern_list', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '33', 'type': 'call', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'iteritems'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'all_options'}; {'id': '39', 'type': 'block', 'children': ['40', '46']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '45']}; {'id': '42', 'type': 'subscript', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '44', 'type': 'string', 'children': [], 'value': "'ALIAS'"}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'thumbnailer'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'get_thumbnail'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'options'}
Generate all of a file's aliases. :param fieldfile: A ``FieldFile`` instance. :param include_global: A boolean which determines whether to generate thumbnails for project-wide aliases in addition to field, model, and app specific aliases.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'add_bookmark'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'favorite'}; {'id': '8', 'type': 'False', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'archive'}; {'id': '11', 'type': 'False', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'allow_duplicates'}; {'id': '14', 'type': 'True', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16', '25', '50']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'rdb_url'}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_generate_url'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'string', 'children': [], 'value': "'bookmarks'"}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '28', 'type': 'dictionary', 'children': ['29', '32', '38', '44']}; {'id': '29', 'type': 'pair', 'children': ['30', '31']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"url"'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '32', 'type': 'pair', 'children': ['33', '34']}; {'id': '33', 'type': 'string', 'children': [], 'value': '"favorite"'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'favorite'}; {'id': '38', 'type': 'pair', 'children': ['39', '40']}; {'id': '39', 'type': 'string', 'children': [], 'value': '"archive"'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'archive'}; {'id': '44', 'type': 'pair', 'children': ['45', '46']}; {'id': '45', 'type': 'string', 'children': [], 'value': '"allow_duplicates"'}; {'id': '46', 'type': 'call', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'allow_duplicates'}; {'id': '50', 'type': 'return_statement', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'post'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'rdb_url'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'params'}
Adds given bookmark to the authenticated user. :param url: URL of the article to bookmark :param favorite: whether or not the bookmark should be favorited :param archive: whether or not the bookmark should be archived :param allow_duplicates: whether or not to allow duplicate bookmarks to be created for a given url
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'document_data'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'merge'}; {'id': '8', 'type': 'False', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '20', '31', '39']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '13', 'type': 'call', 'children': ['14', '19']}; {'id': '14', 'type': 'attribute', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '_client'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '19', 'type': 'argument_list', 'children': []}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27', '28']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'document_data'}; {'id': '28', 'type': 'keyword_argument', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'merge'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'merge'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'write_results'}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'commit'}; {'id': '38', 'type': 'argument_list', 'children': []}; {'id': '39', 'type': 'return_statement', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': '_first_write_result'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'write_results'}
Replace the current document in the Firestore database. A write ``option`` can be specified to indicate preconditions of the "set" operation. If no ``option`` is specified and this document doesn't exist yet, this method will create it. Overwrites all content for the document with the fields in ``document_data``. This method performs almost the same functionality as :meth:`create`. The only difference is that this method doesn't make any requirements on the existence of the document (unless ``option`` is used), whereas as :meth:`create` will fail if the document already exists. Args: document_data (dict): Property names and values to use for replacing a document. merge (Optional[bool] or Optional[List<apispec>]): If True, apply merging instead of overwriting the state of the document. Returns: google.cloud.firestore_v1beta1.types.WriteResult: The write result corresponding to the committed document. A write result contains an ``update_time`` field.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set_block_name'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '7', 'type': 'block', 'children': ['8', '14', '33']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '12']}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '11'], 'value': 'is'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'return_statement', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '24']}; {'id': '16', 'type': 'attribute', 'children': ['17', '23']}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'GetMetaData'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'Set'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '32']}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'vtk'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'vtkCompositeDataSet'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'NAME'}; {'id': '31', 'type': 'argument_list', 'children': []}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'Modified'}; {'id': '38', 'type': 'argument_list', 'children': []}
Set a block's string name at the specified index
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'dimension'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '18']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '11']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'dim'}; {'id': '11', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': '_slices'}; {'id': '17', 'type': 'dictionary', 'children': []}; {'id': '18', 'type': 'for_statement', 'children': ['19', '20', '23']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'stochastic'}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'stochastics'}; {'id': '23', 'type': 'block', 'children': ['24', '80', '98']}; {'id': '24', 'type': 'if_statement', 'children': ['25', '34', '50', '74']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'stochastic'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'matrix'}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'p_len'}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '49']}; {'id': '42', 'type': 'attribute', 'children': ['43', '48']}; {'id': '43', 'type': 'attribute', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'stochastic'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'A'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'ravel'}; {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'elif_clause', 'children': ['51', '60']}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '53', 'type': 'argument_list', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'stochastic'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'ndarray'}; {'id': '60', 'type': 'block', 'children': ['61']}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'p_len'}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '66', 'type': 'argument_list', 'children': ['67']}; {'id': '67', 'type': 'call', 'children': ['68', '73']}; {'id': '68', 'type': 'attribute', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'stochastic'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'ravel'}; {'id': '73', 'type': 'argument_list', 'children': []}; {'id': '74', 'type': 'else_clause', 'children': ['75']}; {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'p_len'}; {'id': '79', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'assignment', 'children': ['82', '87']}; {'id': '82', 'type': 'subscript', 'children': ['83', '86']}; {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': '_slices'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'stochastic'}; {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'slice'}; {'id': '89', 'type': 'argument_list', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'dim'}; {'id': '93', 'type': 'binary_operator', 'children': ['94', '97'], 'value': '+'}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'dim'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'p_len'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'augmented_assignment', 'children': ['100', '103'], 'value': '+='}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'dim'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'p_len'}
Compute the dimension of the sampling space and identify the slices belonging to each stochastic.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'write_values'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'call', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '9', 'type': 'argument_list', 'children': ['10']}; {'id': '10', 'type': 'generator_expression', 'children': ['11', '16', '27']}; {'id': '11', 'type': 'tuple', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '16', 'type': 'for_in_clause', 'children': ['17', '20']}; {'id': '17', 'type': 'pattern_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '20', 'type': 'call', 'children': ['21', '26']}; {'id': '21', 'type': 'attribute', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': '_inputs'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'if_clause', 'children': ['28']}; {'id': '28', 'type': 'boolean_operator', 'children': ['29', '33'], 'value': 'and'}; {'id': '29', 'type': 'not_operator', 'children': ['30']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'is_secret'}; {'id': '33', 'type': 'not_operator', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'is_empty'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'False', 'children': []}
Return the dictionary with which to write values
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'push_tx'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'crypto'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'tx_hex'}; {'id': '7', 'type': 'block', 'children': ['8', '16']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '11', 'type': 'binary_operator', 'children': ['12', '13'], 'value': '%'}; {'id': '12', 'type': 'string', 'children': [], 'value': '"%s/pushtx"'}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'base_url'}; {'id': '16', 'type': 'return_statement', 'children': ['17']}; {'id': '17', 'type': 'attribute', 'children': ['18', '28']}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'post_url'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '24', 'type': 'dictionary', 'children': ['25']}; {'id': '25', 'type': 'pair', 'children': ['26', '27']}; {'id': '26', 'type': 'string', 'children': [], 'value': "'hex'"}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'tx_hex'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'content'}
This method is untested.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'GetConfiguredUsers'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '37']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '17', '31']}; {'id': '7', 'type': 'call', 'children': ['8', '13']}; {'id': '8', 'type': 'attribute', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '13', 'type': 'argument_list', 'children': ['14']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'google_users_file'}; {'id': '17', 'type': 'block', 'children': ['18']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'users'}; {'id': '21', 'type': 'call', 'children': ['22', '30']}; {'id': '22', 'type': 'attribute', 'children': ['23', '29']}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'google_users_file'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'readlines'}; {'id': '30', 'type': 'argument_list', 'children': []}; {'id': '31', 'type': 'else_clause', 'children': ['32']}; {'id': '32', 'type': 'block', 'children': ['33']}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'users'}; {'id': '36', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '37', 'type': 'return_statement', 'children': ['38']}; {'id': '38', 'type': 'list_comprehension', 'children': ['39', '44']}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '43', 'type': 'argument_list', 'children': []}; {'id': '44', 'type': 'for_in_clause', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'users'}
Retrieve the list of configured Google user accounts. Returns: list, the username strings of users congfigured by Google.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'extract_date'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'date_str'}; {'id': '6', 'type': 'block', 'children': ['7', '21']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '10']}; {'id': '8', 'type': 'not_operator', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'date_str'}; {'id': '10', 'type': 'block', 'children': ['11']}; {'id': '11', 'type': 'raise_statement', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'DateTimeFormatterException'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'string', 'children': [], 'value': "'date_str must a valid string {}.'"}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'date_str'}; {'id': '21', 'type': 'try_statement', 'children': ['22', '33']}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': '_extract_timestamp'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'date_str'}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'DATE_FORMAT'}; {'id': '33', 'type': 'except_clause', 'children': ['34', '37']}; {'id': '34', 'type': 'tuple', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '37', 'type': 'block', 'children': ['38']}; {'id': '38', 'type': 'raise_statement', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'DateTimeFormatterException'}; {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'string', 'children': [], 'value': "'Invalid date string {}.'"}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'date_str'}
Tries to extract a `datetime` object from the given string, expecting date information only. Raises `DateTimeFormatterException` if the extraction fails.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_basin_response_term'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'z2pt5'}; {'id': '7', 'type': 'block', 'children': ['8', '20', '26', '56', '62', '99']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'f_sed'}; {'id': '11', 'type': 'call', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'zeros'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'z2pt5'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '25'], 'value': '<'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'z2pt5'}; {'id': '25', 'type': 'float', 'children': [], 'value': '1.0'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '31']}; {'id': '28', 'type': 'subscript', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'f_sed'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '31', 'type': 'binary_operator', 'children': ['32', '49', '50'], 'value': '*'}; {'id': '32', 'type': '()', 'children': ['33']}; {'id': '33', 'type': 'binary_operator', 'children': ['34', '37'], 'value': '+'}; {'id': '34', 'type': 'subscript', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '36', 'type': 'string', 'children': [], 'value': '"c14"'}; {'id': '37', 'type': 'binary_operator', 'children': ['38', '41'], 'value': '*'}; {'id': '38', 'type': 'subscript', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '40', 'type': 'string', 'children': [], 'value': '"c15"'}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'subscript', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'CONSTS'}; {'id': '48', 'type': 'string', 'children': [], 'value': '"SJ"'}; {'id': '49', 'type': 'line_continuation', 'children': [], 'value': '\\'}; {'id': '50', 'type': '()', 'children': ['51']}; {'id': '51', 'type': 'binary_operator', 'children': ['52', '55'], 'value': '-'}; {'id': '52', 'type': 'subscript', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'z2pt5'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '55', 'type': 'float', 'children': [], 'value': '1.0'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '59', 'type': 'comparison_operator', 'children': ['60', '61'], 'value': '>'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'z2pt5'}; {'id': '61', 'type': 'float', 'children': [], 'value': '3.0'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '67']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'f_sed'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '67', 'type': 'binary_operator', 'children': ['68', '81', '82'], 'value': '*'}; {'id': '68', 'type': 'binary_operator', 'children': ['69', '76'], 'value': '*'}; {'id': '69', 'type': 'binary_operator', 'children': ['70', '73'], 'value': '*'}; {'id': '70', 'type': 'subscript', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '72', 'type': 'string', 'children': [], 'value': '"c16"'}; {'id': '73', 'type': 'subscript', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'C'}; {'id': '75', 'type': 'string', 'children': [], 'value': '"k3"'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'exp'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'unary_operator', 'children': ['80'], 'value': '-'}; {'id': '80', 'type': 'float', 'children': [], 'value': '0.75'}; {'id': '81', 'type': 'line_continuation', 'children': [], 'value': '\\'}; {'id': '82', 'type': '()', 'children': ['83']}; {'id': '83', 'type': 'binary_operator', 'children': ['84', '85'], 'value': '-'}; {'id': '84', 'type': 'float', 'children': [], 'value': '1.0'}; {'id': '85', 'type': 'call', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'exp'}; {'id': '89', 'type': 'argument_list', 'children': ['90']}; {'id': '90', 'type': 'binary_operator', 'children': ['91', '93'], 'value': '*'}; {'id': '91', 'type': 'unary_operator', 'children': ['92'], 'value': '-'}; {'id': '92', 'type': 'float', 'children': [], 'value': '0.25'}; {'id': '93', 'type': '()', 'children': ['94']}; {'id': '94', 'type': 'binary_operator', 'children': ['95', '98'], 'value': '-'}; {'id': '95', 'type': 'subscript', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'z2pt5'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '98', 'type': 'float', 'children': [], 'value': '3.0'}; {'id': '99', 'type': 'return_statement', 'children': ['100']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'f_sed'}
Returns the basin response term defined in equation 20
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_case_file_paths'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'case'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'training_fraction'}; {'id': '8', 'type': 'float', 'children': [], 'value': '0.95'}; {'id': '9', 'type': 'block', 'children': ['10', '23', '36', '53', '79']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '13', 'type': 'call', 'children': ['14', '19']}; {'id': '14', 'type': 'attribute', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'gfile'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'Glob'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'binary_operator', 'children': ['21', '22'], 'value': '%'}; {'id': '21', 'type': 'string', 'children': [], 'value': '"%s/*.jpg"'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'}; {'id': '23', 'type': 'if_statement', 'children': ['24', '26']}; {'id': '24', 'type': 'not_operator', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'raise_statement', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '34', '35']}; {'id': '31', 'type': 'binary_operator', 'children': ['32', '33'], 'value': '%'}; {'id': '32', 'type': 'string', 'children': [], 'value': '"Search of tmp_dir (%s) "'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'tmp_dir'}; {'id': '34', 'type': 'string', 'children': [], 'value': '"for subimage paths yielded an empty list, "'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"can\'t proceed with returning training/eval split."'}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'split_index'}; {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'math'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'floor'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'binary_operator', 'children': ['48', '52'], 'value': '*'}; {'id': '48', 'type': 'call', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'training_fraction'}; {'id': '53', 'type': 'if_statement', 'children': ['54', '60']}; {'id': '54', 'type': 'comparison_operator', 'children': ['55', '56'], 'value': '>='}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'split_index'}; {'id': '56', 'type': 'call', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '60', 'type': 'block', 'children': ['61']}; {'id': '61', 'type': 'raise_statement', 'children': ['62']}; {'id': '62', 'type': 'call', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'binary_operator', 'children': ['66', '72'], 'value': '%'}; {'id': '66', 'type': 'concatenated_string', 'children': ['67', '68', '69', '70', '71']}; {'id': '67', 'type': 'string', 'children': [], 'value': '"For a path list of size %s "'}; {'id': '68', 'type': 'string', 'children': [], 'value': '"and a training_fraction of %s "'}; {'id': '69', 'type': 'string', 'children': [], 'value': '"the resulting split_index of the paths list, "'}; {'id': '70', 'type': 'string', 'children': [], 'value': '"%s, would leave no elements for the eval "'}; {'id': '71', 'type': 'string', 'children': [], 'value': '"condition."'}; {'id': '72', 'type': 'tuple', 'children': ['73', '77', '78']}; {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'training_fraction'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'split_index'}; {'id': '79', 'type': 'if_statement', 'children': ['80', '81', '88']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'case'}; {'id': '81', 'type': 'block', 'children': ['82']}; {'id': '82', 'type': 'return_statement', 'children': ['83']}; {'id': '83', 'type': 'subscript', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '85', 'type': 'slice', 'children': ['86', '87']}; {'id': '86', 'type': 'colon', 'children': []}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'split_index'}; {'id': '88', 'type': 'else_clause', 'children': ['89']}; {'id': '89', 'type': 'block', 'children': ['90']}; {'id': '90', 'type': 'return_statement', 'children': ['91']}; {'id': '91', 'type': 'subscript', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'paths'}; {'id': '93', 'type': 'slice', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'split_index'}; {'id': '95', 'type': 'colon', 'children': []}
Obtain a list of image paths corresponding to training or eval case. Args: tmp_dir: str, the root path to which raw images were written, at the top level having meta/ and raw/ subdirs. case: bool, whether obtaining file paths for training (true) or eval (false). training_fraction: float, the fraction of the sub-image path list to consider as the basis for training examples. Returns: list: A list of file paths. Raises: ValueError: if images not found in tmp_dir, or if training_fraction would leave no examples for eval.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'debug'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '6', 'type': 'list_splat_pattern', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '8', 'type': 'dictionary_splat_pattern', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '10', 'type': 'type', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'Task'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'return_statement', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '_make_log_task'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '22', '23', '24']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'DEBUG'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '24', 'type': 'dictionary_splat', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'kwargs'}
Log msg with severity 'DEBUG'. To pass exception information, use the keyword argument exc_info with a true value, e.g. await logger.debug("Houston, we have a %s", "thorny problem", exc_info=1)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'calculate_output'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'variable_name'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'period'}; {'id': '7', 'type': 'block', 'children': ['8', '22', '37']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'variable'}; {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'tax_benefit_system'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'get_variable'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'variable_name'}; {'id': '19', 'type': 'keyword_argument', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'check_existence'}; {'id': '21', 'type': 'True', 'children': []}; {'id': '22', 'type': 'if_statement', 'children': ['23', '28']}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '27'], 'value': 'is'}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'variable'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'calculate_output'}; {'id': '27', 'type': 'None', 'children': []}; {'id': '28', 'type': 'block', 'children': ['29']}; {'id': '29', 'type': 'return_statement', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'calculate'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'variable_name'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'period'}; {'id': '37', 'type': 'return_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'variable'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'calculate_output'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44', '45']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'variable_name'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'period'}
Calculate the value of a variable using the ``calculate_output`` attribute of the variable.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'evaluate_dir'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'sample_dir'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '27', '48']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'results'}; {'id': '9', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '10', 'type': 'if_statement', 'children': ['11', '17']}; {'id': '11', 'type': 'comparison_operator', 'children': ['12', '16'], 'value': '=='}; {'id': '12', 'type': 'subscript', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'sample_dir'}; {'id': '14', 'type': 'unary_operator', 'children': ['15'], 'value': '-'}; {'id': '15', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '16', 'type': 'string', 'children': [], 'value': '"/"'}; {'id': '17', 'type': 'block', 'children': ['18']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'sample_dir'}; {'id': '21', 'type': 'subscript', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'sample_dir'}; {'id': '23', 'type': 'slice', 'children': ['24', '25']}; {'id': '24', 'type': 'colon', 'children': []}; {'id': '25', 'type': 'unary_operator', 'children': ['26'], 'value': '-'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '27', 'type': 'for_statement', 'children': ['28', '29', '37']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'glob'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'glob'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '36'], 'value': '%'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"%s/*.inkml"'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'sample_dir'}; {'id': '37', 'type': 'block', 'children': ['38']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'results'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'evaluate_inkml'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '48', 'type': 'return_statement', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'results'}
Evaluate all recordings in `sample_dir`. Parameters ---------- sample_dir : string The path to a directory with *.inkml files. Returns ------- list of dictionaries Each dictionary contains the keys 'filename' and 'results', where 'results' itself is a list of dictionaries. Each of the results has the keys 'latex' and 'probability'
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'cleanup'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '5', 'type': 'list_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '7', 'type': 'block', 'children': ['8']}; {'id': '8', 'type': 'for_statement', 'children': ['9', '10', '11']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '22']}; {'id': '13', 'type': 'boolean_operator', 'children': ['14', '17'], 'value': 'and'}; {'id': '14', 'type': 'comparison_operator', 'children': ['15', '16'], 'value': 'is not'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'hasattr'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '21', 'type': 'string', 'children': [], 'value': "'cleanup'"}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'try_statement', 'children': ['24', '31', '35']}; {'id': '24', 'type': 'block', 'children': ['25']}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'cleanup'}; {'id': '30', 'type': 'argument_list', 'children': []}; {'id': '31', 'type': 'except_clause', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'NotImplementedError'}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'pass_statement', 'children': []}; {'id': '35', 'type': 'except_clause', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'Exception'}; {'id': '37', 'type': 'block', 'children': ['38']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'exception'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '45']}; {'id': '44', 'type': 'string', 'children': [], 'value': '"Unable to cleanup %s object"'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'obj'}
Environment's cleanup routine.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'compress'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'compresslevel'}; {'id': '7', 'type': 'integer', 'children': [], 'value': '9'}; {'id': '8', 'type': 'block', 'children': ['9', '15', '56', '64']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'BytesIO'}; {'id': '14', 'type': 'argument_list', 'children': []}; {'id': '15', 'type': 'with_statement', 'children': ['16', '27']}; {'id': '16', 'type': 'with_clause', 'children': ['17']}; {'id': '17', 'type': 'with_item', 'children': ['18']}; {'id': '18', 'type': 'as_pattern', 'children': ['19', '25']}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'open_fileobj'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '23', '24']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '23', 'type': 'string', 'children': [], 'value': "'wb'"}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'compresslevel'}; {'id': '25', 'type': 'as_pattern_target', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'ogz'}; {'id': '27', 'type': 'block', 'children': ['28', '49']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '39']}; {'id': '29', 'type': 'boolean_operator', 'children': ['30', '33'], 'value': 'and'}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'PY3'}; {'id': '33', 'type': 'not_operator', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '39', 'type': 'block', 'children': ['40']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': '__salt_system_encoding__'}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'ogz'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'compressed'}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'getvalue'}; {'id': '63', 'type': 'argument_list', 'children': []}; {'id': '64', 'type': 'return_statement', 'children': ['65']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'compressed'}
Returns the data compressed at gzip level compression.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'prepare'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'data_batch'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'sparse_row_id_fn'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '24']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '19']}; {'id': '12', 'type': 'attribute', 'children': ['13', '18']}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'super'}; {'id': '15', 'type': 'argument_list', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'SVRGModule'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'prepare'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'data_batch'}; {'id': '21', 'type': 'keyword_argument', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'sparse_row_id_fn'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'sparse_row_id_fn'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_mod_aux'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'prepare'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'data_batch'}; {'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'sparse_row_id_fn'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'sparse_row_id_fn'}
Prepares two modules for processing a data batch. Usually involves switching bucket and reshaping. For modules that contain `row_sparse` parameters in KVStore, it prepares the `row_sparse` parameters based on the sparse_row_id_fn. When KVStore is used to update parameters for multi-device or multi-machine training, a copy of the parameters are stored in KVStore. Note that for `row_sparse` parameters, the `update()` updates the copy of parameters in KVStore, but doesn't broadcast the updated parameters to all devices / machines. The `prepare` function is used to broadcast `row_sparse` parameters with the next batch of data. Parameters ---------- data_batch : DataBatch The current batch of data for forward computation. sparse_row_id_fn : A callback function The function takes `data_batch` as an input and returns a dict of str -> NDArray. The resulting dict is used for pulling row_sparse parameters from the kvstore, where the str key is the name of the param, and the value is the row id of the param to pull.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'statistic_recommend'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'classes'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'P'}; {'id': '6', 'type': 'block', 'children': ['7', '15', '23']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '12']}; {'id': '8', 'type': 'call', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'imbalance_check'}; {'id': '10', 'type': 'argument_list', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'P'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'return_statement', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'IMBALANCED_RECOMMEND'}; {'id': '15', 'type': 'if_statement', 'children': ['16', '20']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'binary_check'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'classes'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'return_statement', 'children': ['22']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'BINARY_RECOMMEND'}; {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'MULTICLASS_RECOMMEND'}
Return recommend parameters which are more suitable due to the input dataset characteristics. :param classes: all classes name :type classes : list :param P: condition positive :type P : dict :return: recommendation_list as list
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_load_scalar_fit'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'fit_key'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'h5file'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'block', 'children': ['15', '33', '51', '67', '106']}; {'id': '15', 'type': 'if_statement', 'children': ['16', '25']}; {'id': '16', 'type': 'binary_operator', 'children': ['17', '21'], 'value': '^'}; {'id': '17', 'type': '()', 'children': ['18']}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '20'], 'value': 'is'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'fit_key'}; {'id': '20', 'type': 'None', 'children': []}; {'id': '21', 'type': '()', 'children': ['22']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'h5file'}; {'id': '24', 'type': 'None', 'children': []}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'concatenated_string', 'children': ['31', '32']}; {'id': '31', 'type': 'string', 'children': [], 'value': '"Either specify both fit_key and h5file, or"'}; {'id': '32', 'type': 'string', 'children': [], 'value': '" neither"'}; {'id': '33', 'type': 'if_statement', 'children': ['34', '45']}; {'id': '34', 'type': 'not_operator', 'children': ['35']}; {'id': '35', 'type': '()', 'children': ['36']}; {'id': '36', 'type': 'binary_operator', 'children': ['37', '41'], 'value': '^'}; {'id': '37', 'type': '()', 'children': ['38']}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': 'is'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'fit_key'}; {'id': '40', 'type': 'None', 'children': []}; {'id': '41', 'type': '()', 'children': ['42']}; {'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': 'is'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '44', 'type': 'None', 'children': []}; {'id': '45', 'type': 'block', 'children': ['46']}; {'id': '46', 'type': 'raise_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'string', 'children': [], 'value': '"Specify exactly one of fit_key and fit_data."'}; {'id': '51', 'type': 'if_statement', 'children': ['52', '55']}; {'id': '52', 'type': 'comparison_operator', 'children': ['53', '54'], 'value': 'is'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '54', 'type': 'None', 'children': []}; {'id': '55', 'type': 'block', 'children': ['56']}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_read_dict'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'h5file'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'fit_key'}; {'id': '67', 'type': 'if_statement', 'children': ['68', '81', '93']}; {'id': '68', 'type': 'boolean_operator', 'children': ['69', '76'], 'value': 'and'}; {'id': '69', 'type': 'comparison_operator', 'children': ['70', '71'], 'value': 'in'}; {'id': '70', 'type': 'string', 'children': [], 'value': "'fitType'"}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '75', 'type': 'argument_list', 'children': []}; {'id': '76', 'type': 'comparison_operator', 'children': ['77', '80'], 'value': '=='}; {'id': '77', 'type': 'subscript', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '79', 'type': 'string', 'children': [], 'value': "'fitType'"}; {'id': '80', 'type': 'string', 'children': [], 'value': "'GPR'"}; {'id': '81', 'type': 'block', 'children': ['82']}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}; {'id': '83', 'type': 'assignment', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '85', 'type': 'call', 'children': ['86', '91']}; {'id': '86', 'type': 'attribute', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': '_eval_pysur'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'evaluate_fit'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'getGPRFitAndErrorEvaluator'}; {'id': '91', 'type': 'argument_list', 'children': ['92']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '93', 'type': 'else_clause', 'children': ['94']}; {'id': '94', 'type': 'block', 'children': ['95']}; {'id': '95', 'type': 'expression_statement', 'children': ['96']}; {'id': '96', 'type': 'assignment', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '98', 'type': 'call', 'children': ['99', '104']}; {'id': '99', 'type': 'attribute', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': '_eval_pysur'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'evaluate_fit'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'getFitEvaluator'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'fit_data'}; {'id': '106', 'type': 'return_statement', 'children': ['107']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'fit'}
Loads a single fit
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'lock'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '11', '27']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'string', 'children': [], 'value': '"Wait for lock acquire"'}; {'id': '11', 'type': 'if_statement', 'children': ['12', '15']}; {'id': '12', 'type': 'comparison_operator', 'children': ['13', '14'], 'value': 'is'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'RoutineContainer'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'get_container'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'scheduler'}; {'id': '27', 'type': 'if_statement', 'children': ['28', '31', '33', '46']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'locked'}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'pass_statement', 'children': []}; {'id': '33', 'type': 'elif_clause', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'lockroutine'}; {'id': '37', 'type': 'block', 'children': ['38']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'await', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'LockedEvent'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'createMatcher'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '46', 'type': 'else_clause', 'children': ['47']}; {'id': '47', 'type': 'block', 'children': ['48', '65']}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'await', 'children': ['50']}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'container'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'wait_for_send'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'call', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'LockEvent'}; {'id': '57', 'type': 'argument_list', 'children': ['58', '61', '64']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'locked'}; {'id': '70', 'type': 'True', 'children': []}
Wait for lock acquire
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'restore'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '8', '19', '24', '34', '65', '79']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'string', 'children': [], 'value': "'Restore the file'"}; {'id': '8', 'type': 'if_statement', 'children': ['9', '13']}; {'id': '9', 'type': 'not_operator', 'children': ['10']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'deleted'}; {'id': '13', 'type': 'block', 'children': ['14']}; {'id': '14', 'type': 'raise_statement', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'JFSError'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'string', 'children': [], 'value': "'Tried to restore a not deleted file'"}; {'id': '19', 'type': 'raise_statement', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'NotImplementedError'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'string', 'children': [], 'value': "'Jottacloud has changed the restore API. Please use jottacloud.com in a browser, for now.'"}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '27', 'type': 'binary_operator', 'children': ['28', '29'], 'value': '%'}; {'id': '28', 'type': 'string', 'children': [], 'value': "'https://www.jottacloud.com/rest/webrest/%s/action/restore'"}; {'id': '29', 'type': 'attribute', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'jfs'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '37', 'type': 'dictionary', 'children': ['38', '49', '52', '62']}; {'id': '38', 'type': 'pair', 'children': ['39', '40']}; {'id': '39', 'type': 'string', 'children': [], 'value': "'paths[]'"}; {'id': '40', 'type': 'call', 'children': ['41', '46']}; {'id': '41', 'type': 'attribute', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'JFS_ROOT'}; {'id': '48', 'type': 'string', 'children': [], 'value': "''"}; {'id': '49', 'type': 'pair', 'children': ['50', '51']}; {'id': '50', 'type': 'string', 'children': [], 'value': "'web'"}; {'id': '51', 'type': 'string', 'children': [], 'value': "'true'"}; {'id': '52', 'type': 'pair', 'children': ['53', '54']}; {'id': '53', 'type': 'string', 'children': [], 'value': "'ts'"}; {'id': '54', 'type': 'call', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}; {'id': '57', 'type': 'call', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '61', 'type': 'argument_list', 'children': []}; {'id': '62', 'type': 'pair', 'children': ['63', '64']}; {'id': '63', 'type': 'string', 'children': [], 'value': "'authToken'"}; {'id': '64', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '68', 'type': 'call', 'children': ['69', '74']}; {'id': '69', 'type': 'attribute', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'jfs'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'post'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '76', 'type': 'keyword_argument', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '79', 'type': 'return_statement', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'r'}
Restore the file
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'iam_device_info'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '6', 'type': 'block', 'children': ['7', '18', '34', '42', '54', '72', '88', '94', '102', '110', '118', '126']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': '_debug'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'DeviceInfoCache'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': '_debug'}; {'id': '15', 'type': 'argument_list', 'children': ['16', '17']}; {'id': '16', 'type': 'string', 'children': [], 'value': '"iam_device_info %r"'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '18', 'type': 'if_statement', 'children': ['19', '25']}; {'id': '19', 'type': 'not_operator', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'IAmRequest'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'binary_operator', 'children': ['31', '32'], 'value': '%'}; {'id': '31', 'type': 'string', 'children': [], 'value': '"not an IAmRequest: %r"'}; {'id': '32', 'type': 'tuple', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'device_instance'}; {'id': '37', 'type': 'subscript', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'iAmDeviceIdentifier'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '45', 'type': 'call', 'children': ['46', '51']}; {'id': '46', 'type': 'attribute', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'cache'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'device_instance'}; {'id': '53', 'type': 'None', 'children': []}; {'id': '54', 'type': 'if_statement', 'children': ['55', '57']}; {'id': '55', 'type': 'not_operator', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'assignment', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '61', 'type': 'call', 'children': ['62', '67']}; {'id': '62', 'type': 'attribute', 'children': ['63', '66']}; {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'cache'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '67', 'type': 'argument_list', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'pduSource'}; {'id': '71', 'type': 'None', 'children': []}; {'id': '72', 'type': 'if_statement', 'children': ['73', '75']}; {'id': '73', 'type': 'not_operator', 'children': ['74']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'device_info_class'}; {'id': '83', 'type': 'argument_list', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'device_instance'}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'pduSource'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'assignment', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'deviceIdentifier'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'device_instance'}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}; {'id': '95', 'type': 'assignment', 'children': ['96', '99']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'address'}; {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'pduSource'}; {'id': '102', 'type': 'expression_statement', 'children': ['103']}; {'id': '103', 'type': 'assignment', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'maxApduLengthAccepted'}; {'id': '107', 'type': 'attribute', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'maxAPDULengthAccepted'}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}; {'id': '111', 'type': 'assignment', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'segmentationSupported'}; {'id': '115', 'type': 'attribute', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'segmentationSupported'}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'vendorID'}; {'id': '123', 'type': 'attribute', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'apdu'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'vendorID'}; {'id': '126', 'type': 'expression_statement', 'children': ['127']}; {'id': '127', 'type': 'call', 'children': ['128', '131']}; {'id': '128', 'type': 'attribute', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'update_device_info'}; {'id': '131', 'type': 'argument_list', 'children': ['132']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'device_info'}
Create a device information record based on the contents of an IAmRequest and put it in the cache.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_point_cloud'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'pair'}; {'id': '6', 'type': 'block', 'children': ['7', '18', '34', '48']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'disparity'}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'block_matcher'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'get_disparity'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'pair'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '21', 'type': 'call', 'children': ['22', '27']}; {'id': '22', 'type': 'attribute', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'block_matcher'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'get_3d'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'disparity'}; {'id': '29', 'type': 'attribute', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'calibration'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'disp_to_depth_mat'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'colors'}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'cv2'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'cvtColor'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '45']}; {'id': '42', 'type': 'subscript', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'pair'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'cv2'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'COLOR_BGR2RGB'}; {'id': '48', 'type': 'return_statement', 'children': ['49']}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'PointCloud'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'colors'}
Get 3D point cloud from image pair.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'send_text'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '6', 'type': 'dictionary_splat_pattern', 'children': ['7']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'options'}; {'id': '8', 'type': 'block', 'children': ['9']}; {'id': '9', 'type': 'return_statement', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'bot'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'send_message'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '20', '21']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'id'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'text'}; {'id': '21', 'type': 'dictionary_splat', 'children': ['22']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'options'}
Send a text message to the chat. :param str text: Text of the message to send :param options: Additional sendMessage options (see https://core.telegram.org/bots/api#sendmessage
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'generate_proto'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'require'}; {'id': '7', 'type': 'True', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '24', '40']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '22']}; {'id': '10', 'type': 'boolean_operator', 'children': ['11', '13'], 'value': 'and'}; {'id': '11', 'type': 'not_operator', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'require'}; {'id': '13', 'type': 'not_operator', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '20']}; {'id': '15', 'type': 'attribute', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'return_statement', 'children': []}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '27', 'type': 'call', 'children': ['28', '37']}; {'id': '28', 'type': 'attribute', 'children': ['29', '36']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '33', 'type': 'argument_list', 'children': ['34', '35']}; {'id': '34', 'type': 'string', 'children': [], 'value': '".proto"'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"_pb2.py"'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'replace'}; {'id': '37', 'type': 'argument_list', 'children': ['38', '39']}; {'id': '38', 'type': 'string', 'children': [], 'value': '"../src/"'}; {'id': '39', 'type': 'string', 'children': [], 'value': '""'}; {'id': '40', 'type': 'if_statement', 'children': ['41', '79']}; {'id': '41', 'type': '()', 'children': ['42']}; {'id': '42', 'type': 'boolean_operator', 'children': ['43', '52'], 'value': 'or'}; {'id': '43', 'type': 'not_operator', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '50']}; {'id': '45', 'type': 'attribute', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '52', 'type': '()', 'children': ['53']}; {'id': '53', 'type': 'boolean_operator', 'children': ['54', '62'], 'value': 'and'}; {'id': '54', 'type': 'call', 'children': ['55', '60']}; {'id': '55', 'type': 'attribute', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '62', 'type': 'comparison_operator', 'children': ['63', '71'], 'value': '>'}; {'id': '63', 'type': 'call', 'children': ['64', '69']}; {'id': '64', 'type': 'attribute', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'getmtime'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '71', 'type': 'call', 'children': ['72', '77']}; {'id': '72', 'type': 'attribute', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'getmtime'}; {'id': '77', 'type': 'argument_list', 'children': ['78']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '79', 'type': 'block', 'children': ['80', '87', '117', '141', '150']}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'binary_operator', 'children': ['85', '86'], 'value': '%'}; {'id': '85', 'type': 'string', 'children': [], 'value': '"Generating %s..."'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '87', 'type': 'if_statement', 'children': ['88', '97']}; {'id': '88', 'type': 'not_operator', 'children': ['89']}; {'id': '89', 'type': 'call', 'children': ['90', '95']}; {'id': '90', 'type': 'attribute', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '97', 'type': 'block', 'children': ['98', '109']}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'call', 'children': ['100', '105']}; {'id': '100', 'type': 'attribute', 'children': ['101', '104']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '105', 'type': 'argument_list', 'children': ['106']}; {'id': '106', 'type': 'binary_operator', 'children': ['107', '108'], 'value': '%'}; {'id': '107', 'type': 'string', 'children': [], 'value': '"Can\'t find required file: %s\\n"'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'exit'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'unary_operator', 'children': ['116'], 'value': '-'}; {'id': '116', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '117', 'type': 'if_statement', 'children': ['118', '121']}; {'id': '118', 'type': 'comparison_operator', 'children': ['119', '120'], 'value': 'is'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'protoc'}; {'id': '120', 'type': 'None', 'children': []}; {'id': '121', 'type': 'block', 'children': ['122', '133']}; {'id': '122', 'type': 'expression_statement', 'children': ['123']}; {'id': '123', 'type': 'call', 'children': ['124', '129']}; {'id': '124', 'type': 'attribute', 'children': ['125', '128']}; {'id': '125', 'type': 'attribute', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'concatenated_string', 'children': ['131', '132']}; {'id': '131', 'type': 'string', 'children': [], 'value': '"protoc is not installed nor found in ../src. Please compile it "'}; {'id': '132', 'type': 'string', 'children': [], 'value': '"or install the binary package.\\n"'}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'call', 'children': ['135', '138']}; {'id': '135', 'type': 'attribute', 'children': ['136', '137']}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'exit'}; {'id': '138', 'type': 'argument_list', 'children': ['139']}; {'id': '139', 'type': 'unary_operator', 'children': ['140'], 'value': '-'}; {'id': '140', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '141', 'type': 'expression_statement', 'children': ['142']}; {'id': '142', 'type': 'assignment', 'children': ['143', '144']}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'protoc_command'}; {'id': '144', 'type': 'list', 'children': ['145', '146', '147', '148', '149'], 'value': '[ protoc, "-I../src", "-I.", "--python_out=.", source ]'}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'protoc'}; {'id': '146', 'type': 'string', 'children': [], 'value': '"-I../src"'}; {'id': '147', 'type': 'string', 'children': [], 'value': '"-I."'}; {'id': '148', 'type': 'string', 'children': [], 'value': '"--python_out=."'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'source'}; {'id': '150', 'type': 'if_statement', 'children': ['151', '159']}; {'id': '151', 'type': 'comparison_operator', 'children': ['152', '158'], 'value': '!='}; {'id': '152', 'type': 'call', 'children': ['153', '156']}; {'id': '153', 'type': 'attribute', 'children': ['154', '155']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'call'}; {'id': '156', 'type': 'argument_list', 'children': ['157']}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'protoc_command'}; {'id': '158', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '159', 'type': 'block', 'children': ['160']}; {'id': '160', 'type': 'expression_statement', 'children': ['161']}; {'id': '161', 'type': 'call', 'children': ['162', '165']}; {'id': '162', 'type': 'attribute', 'children': ['163', '164']}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'exit'}; {'id': '165', 'type': 'argument_list', 'children': ['166']}; {'id': '166', 'type': 'unary_operator', 'children': ['167'], 'value': '-'}; {'id': '167', 'type': 'integer', 'children': [], 'value': '1'}
Invokes the Protocol Compiler to generate a _pb2.py from the given .proto file. Does nothing if the output already exists and is newer than the input.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'race'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '13']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'iterable'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'loop'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'list_splat_pattern', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '13', 'type': 'dictionary_splat_pattern', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '15', 'type': 'block', 'children': ['16', '23', '27', '31', '35', '87', '149', '163']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'assert_iter'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'iterable'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'iterable'}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'coros'}; {'id': '26', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'resolved'}; {'id': '30', 'type': 'False', 'children': []}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '34', 'type': 'None', 'children': []}; {'id': '35', 'type': 'decorated_definition', 'children': ['36', '40']}; {'id': '36', 'type': 'decorator', 'children': ['37']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'asyncio'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'coroutine'}; {'id': '40', 'type': 'function_definition', 'children': ['41', '42', '45']}; {'id': '41', 'type': 'function_name', 'children': [], 'value': 'resolver'}; {'id': '42', 'type': 'parameters', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '45', 'type': 'block', 'children': ['46', '48', '50', '55']}; {'id': '46', 'type': 'nonlocal_statement', 'children': ['47']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '48', 'type': 'nonlocal_statement', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'resolved'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '53', 'type': 'yield', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '55', 'type': 'if_statement', 'children': ['56', '58']}; {'id': '56', 'type': 'not_operator', 'children': ['57']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'resolved'}; {'id': '58', 'type': 'block', 'children': ['59', '63', '67']}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'resolved'}; {'id': '62', 'type': 'True', 'children': []}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '67', 'type': 'for_statement', 'children': ['68', '71', '75']}; {'id': '68', 'type': 'pattern_list', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': '_index'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'future'}; {'id': '71', 'type': 'call', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'coros'}; {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'if_statement', 'children': ['77', '80']}; {'id': '77', 'type': 'comparison_operator', 'children': ['78', '79'], 'value': '!='}; {'id': '78', 'type': 'identifier', 'children': [], 'value': '_index'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '80', 'type': 'block', 'children': ['81']}; {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'call', 'children': ['83', '86']}; {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'future'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'cancel'}; {'id': '86', 'type': 'argument_list', 'children': []}; {'id': '87', 'type': 'for_statement', 'children': ['88', '91', '95']}; {'id': '88', 'type': 'pattern_list', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '91', 'type': 'call', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'iterable'}; {'id': '95', 'type': 'block', 'children': ['96', '105', '122', '135']}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}; {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'isfunction'}; {'id': '99', 'type': 'call', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'asyncio'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'iscoroutinefunction'}; {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '105', 'type': 'if_statement', 'children': ['106', '116']}; {'id': '106', 'type': 'boolean_operator', 'children': ['107', '109'], 'value': 'and'}; {'id': '107', 'type': 'not_operator', 'children': ['108']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'isfunction'}; {'id': '109', 'type': 'not_operator', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'asyncio'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'iscoroutine'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '116', 'type': 'block', 'children': ['117']}; {'id': '117', 'type': 'raise_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}; {'id': '121', 'type': 'string', 'children': [], 'value': "'paco: coro must be a coroutine or coroutine function'"}; {'id': '122', 'type': 'if_statement', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'isfunction'}; {'id': '124', 'type': 'block', 'children': ['125']}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '128', 'type': 'call', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '130', 'type': 'argument_list', 'children': ['131', '133']}; {'id': '131', 'type': 'list_splat', 'children': ['132']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '133', 'type': 'dictionary_splat', 'children': ['134']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'kw'}; {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'call', 'children': ['137', '140']}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'coros'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '140', 'type': 'argument_list', 'children': ['141']}; {'id': '141', 'type': 'call', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'ensure_future'}; {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'call', 'children': ['145', '146']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'resolver'}; {'id': '146', 'type': 'argument_list', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'coro'}; {'id': '149', 'type': 'expression_statement', 'children': ['150']}; {'id': '150', 'type': 'yield', 'children': ['151']}; {'id': '151', 'type': 'call', 'children': ['152', '155']}; {'id': '152', 'type': 'attribute', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'asyncio'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'wait'}; {'id': '155', 'type': 'argument_list', 'children': ['156', '157', '160']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'coros'}; {'id': '157', 'type': 'keyword_argument', 'children': ['158', '159']}; {'id': '158', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '160', 'type': 'keyword_argument', 'children': ['161', '162']}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'loop'}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'loop'}; {'id': '163', 'type': 'return_statement', 'children': ['164']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'result'}
Runs coroutines from a given iterable concurrently without waiting until the previous one has completed. Once any of the tasks completes, the main coroutine is immediately resolved, yielding the first resolved value. All coroutines will be executed in the same loop. This function is a coroutine. Arguments: iterable (iterable): an iterable collection yielding coroutines functions or coroutine objects. *args (mixed): mixed variadic arguments to pass to coroutines. loop (asyncio.BaseEventLoop): optional event loop to use. timeout (int|float): timeout can be used to control the maximum number of seconds to wait before returning. timeout can be an int or float. If timeout is not specified or None, there is no limit to the wait time. *args (mixed): optional variadic argument to pass to coroutine function, if provided. Raises: TypeError: if ``iterable`` argument is not iterable. asyncio.TimoutError: if wait timeout is exceeded. Returns: filtered values (list): ordered list of resultant values. Usage:: async def coro1(): await asyncio.sleep(2) return 1 async def coro2(): return 2 async def coro3(): await asyncio.sleep(1) return 3 await paco.race([coro1, coro2, coro3]) # => 2
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'stretch'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '19', '33']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '12', 'type': 'call', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '19', 'type': 'if_statement', 'children': ['20', '30']}; {'id': '20', 'type': 'comparison_operator', 'children': ['21', '29'], 'value': '=='}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'product'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '29', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '30', 'type': 'block', 'children': ['31']}; {'id': '31', 'type': 'return_statement', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '33', 'type': 'if_statement', 'children': ['34', '37', '99']}; {'id': '34', 'type': 'comparison_operator', 'children': ['35', '36'], 'value': 'is'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '36', 'type': 'None', 'children': []}; {'id': '37', 'type': 'block', 'children': ['38', '47', '56']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '41', 'type': 'call', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '56', 'type': 'if_statement', 'children': ['57', '60', '87']}; {'id': '57', 'type': 'comparison_operator', 'children': ['58', '59'], 'value': '=='}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '60', 'type': 'block', 'children': ['61', '85']}; {'id': '61', 'type': 'if_statement', 'children': ['62', '65', '73']}; {'id': '62', 'type': 'comparison_operator', 'children': ['63', '64'], 'value': '<'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'return_statement', 'children': ['67']}; {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'zeros_like'}; {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '73', 'type': 'elif_clause', 'children': ['74', '77']}; {'id': '74', 'type': 'comparison_operator', 'children': ['75', '76'], 'value': '>'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '76', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '77', 'type': 'block', 'children': ['78']}; {'id': '78', 'type': 'return_statement', 'children': ['79']}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'ones_like'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '85', 'type': 'return_statement', 'children': ['86']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '87', 'type': 'else_clause', 'children': ['88']}; {'id': '88', 'type': 'block', 'children': ['89']}; {'id': '89', 'type': 'return_statement', 'children': ['90']}; {'id': '90', 'type': 'binary_operator', 'children': ['91', '95'], 'value': '/'}; {'id': '91', 'type': '()', 'children': ['92']}; {'id': '92', 'type': 'binary_operator', 'children': ['93', '94'], 'value': '-'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '95', 'type': '()', 'children': ['96']}; {'id': '96', 'type': 'binary_operator', 'children': ['97', '98'], 'value': '-'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '99', 'type': 'else_clause', 'children': ['100']}; {'id': '100', 'type': 'block', 'children': ['101', '107', '116', '125', '134', '158', '166', '172']}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'assignment', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'significant_pixels'}; {'id': '104', 'type': 'subscript', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '107', 'type': 'if_statement', 'children': ['108', '113']}; {'id': '108', 'type': 'comparison_operator', 'children': ['109', '112'], 'value': '=='}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'significant_pixels'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '112', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '113', 'type': 'block', 'children': ['114']}; {'id': '114', 'type': 'return_statement', 'children': ['115']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}; {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '119', 'type': 'call', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '123', 'type': 'argument_list', 'children': ['124']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'significant_pixels'}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '128', 'type': 'call', 'children': ['129', '132']}; {'id': '129', 'type': 'attribute', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '132', 'type': 'argument_list', 'children': ['133']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'significant_pixels'}; {'id': '134', 'type': 'if_statement', 'children': ['135', '138', '143']}; {'id': '135', 'type': 'comparison_operator', 'children': ['136', '137'], 'value': '=='}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '138', 'type': 'block', 'children': ['139']}; {'id': '139', 'type': 'expression_statement', 'children': ['140']}; {'id': '140', 'type': 'assignment', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'transformed_image'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '143', 'type': 'else_clause', 'children': ['144']}; {'id': '144', 'type': 'block', 'children': ['145']}; {'id': '145', 'type': 'expression_statement', 'children': ['146']}; {'id': '146', 'type': 'assignment', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'transformed_image'}; {'id': '148', 'type': '()', 'children': ['149']}; {'id': '149', 'type': 'binary_operator', 'children': ['150', '154'], 'value': '/'}; {'id': '150', 'type': '()', 'children': ['151']}; {'id': '151', 'type': 'binary_operator', 'children': ['152', '153'], 'value': '-'}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'significant_pixels'}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '154', 'type': '()', 'children': ['155']}; {'id': '155', 'type': 'binary_operator', 'children': ['156', '157'], 'value': '-'}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'maxval'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'minval'}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}; {'id': '159', 'type': 'assignment', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '161', 'type': 'call', 'children': ['162', '165']}; {'id': '162', 'type': 'attribute', 'children': ['163', '164']}; {'id': '163', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '165', 'type': 'argument_list', 'children': []}; {'id': '166', 'type': 'expression_statement', 'children': ['167']}; {'id': '167', 'type': 'assignment', 'children': ['168', '171']}; {'id': '168', 'type': 'subscript', 'children': ['169', '170']}; {'id': '169', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '170', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'transformed_image'}; {'id': '172', 'type': 'return_statement', 'children': ['173']}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'image'}
Normalize an image to make the minimum zero and maximum one image - pixel data to be normalized mask - optional mask of relevant pixels. None = don't mask returns the stretched image
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Return a space of complex tensors. Parameters ---------- shape : positive int or sequence of positive ints Number of entries per axis for elements in this space. A single integer results in a space with 1 axis. dtype : optional Data type of each element. Can be provided in any way the `numpy.dtype` function understands, e.g. as built-in type or as a string. Only complex floating-point data types are allowed. For ``None``, the `TensorSpace.default_dtype` of the created space is used in the form ``default_dtype(ComplexNumbers())``. impl : str, optional Impmlementation back-end for the space. See `odl.space.entry_points.tensor_space_impl_names` for available options. kwargs : Extra keyword arguments passed to the space constructor. Returns ------- cn : `TensorSpace` Examples -------- Space of complex 3-tuples with ``complex64`` entries: >>> odl.cn(3, dtype='complex64') cn(3, dtype='complex64') Complex 2x3 tensors with ``complex64`` entries: >>> odl.cn((2, 3), dtype='complex64') cn((2, 3), dtype='complex64') The default data type depends on the implementation. For ``impl='numpy'``, it is ``'complex128'``: >>> space = odl.cn((2, 3)) >>> space cn((2, 3)) >>> space.dtype dtype('complex128') See Also -------- tensor_space : Space of tensors with arbitrary scalar data type. rn : Real tensor space.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'ns'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'ns'}; {'id': '5', 'type': 'block', 'children': ['6', '20']}; {'id': '6', 'type': 'function_definition', 'children': ['7', '8', '10']}; {'id': '7', 'type': 'function_name', 'children': [], 'value': 'setup_ns'}; {'id': '8', 'type': 'parameters', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '10', 'type': 'block', 'children': ['11', '18']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'setattr'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '16', '17']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'ENTITY_DEFAULT_NS_ATTR'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'ns'}; {'id': '18', 'type': 'return_statement', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '20', 'type': 'return_statement', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'setup_ns'}
Class decorator that sets default tags namespace to use with its instances.
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{'id': '31', 'type': 'subscript', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'da'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'TIME_STR'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '35', 'type': 'else_clause', 'children': ['36']}; {'id': '36', 'type': 'block', 'children': ['37']}; {'id': '37', 'type': 'if_statement', 'children': ['38', '43']}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '42'], 'value': '=='}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'DataAttrs'}; {'id': '41', 'type': 'string', 'children': [], 'value': "'dtype_in_time'"}; {'id': '42', 'type': 'string', 'children': [], 'value': "'inst'"}; {'id': '43', 'type': 'block', 'children': ['44', '74', '88']}; {'id': '44', 'type': 'if_statement', 'children': ['45', '53', '68']}; {'id': '45', 'type': 'call', 'children': ['46', '51']}; {'id': '46', 'type': 'attribute', 'children': ['47', '50']}; {'id': '47', 'type': 'subscript', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'DataAttrs'}; {'id': '49', 'type': 'string', 'children': [], 'value': "'intvl_in'"}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'endswith'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'string', 'children': [], 'value': "'hr'"}; {'id': '53', 'type': 'block', 'children': ['54']}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'assignment', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '57', 'type': 'binary_operator', 'children': ['58', '60'], 'value': '*'}; {'id': '58', 'type': 'unary_operator', 'children': ['59'], 'value': '-'}; {'id': '59', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '60', 'type': 'call', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}; {'id': '63', 'type': 'subscript', 'children': ['64', '67']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'DataAttrs'}; {'id': '66', 'type': 'string', 'children': [], 'value': "'intvl_in'"}; {'id': '67', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '68', 'type': 'else_clause', 'children': ['69']}; {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '73', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '74', 'type': 'expression_statement', 'children': ['75']}; {'id': '75', 'type': 'assignment', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '77', 'type': 'call', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'times'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'apply_time_offset'}; {'id': '81', 'type': 'argument_list', 'children': ['82', '85']}; {'id': '82', 'type': 'subscript', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'da'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'TIME_STR'}; {'id': '85', 'type': 'keyword_argument', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'hours'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'assignment', 'children': ['90', '93']}; {'id': '90', 'type': 'subscript', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'da'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'TIME_STR'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '94', 'type': 'return_statement', 'children': ['95']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'da'}
Correct off-by-one error in GFDL instantaneous model data. Instantaneous data that is outputted by GFDL models is generally off by one timestep. For example, a netCDF file that is supposed to correspond to 6 hourly data for the month of January, will have its last time value be in February.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'parse_command'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '6', 'type': 'block', 'children': ['7', '19', '27', '38', '48', '61']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '13']}; {'id': '9', 'type': 'pattern_list', 'children': ['10', '11', '12']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'possible_command'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'rest'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'string'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'partition'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'string', 'children': [], 'value': '" "'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'possible_command'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'possible_command'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'if_statement', 'children': ['28', '33']}; {'id': '28', 'type': 'comparison_operator', 'children': ['29', '30'], 'value': 'not in'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'possible_command'}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'expression_list', 'children': ['36', '37']}; {'id': '36', 'type': 'None', 'children': []}; {'id': '37', 'type': 'None', 'children': []}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '41', 'type': 'subscript', 'children': ['42', '47']}; {'id': '42', 'type': 'subscript', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'possible_command'}; {'id': '47', 'type': 'string', 'children': [], 'value': '"event"'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'shlex'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'call', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'rest'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '60', 'type': 'argument_list', 'children': []}; {'id': '61', 'type': 'return_statement', 'children': ['62']}; {'id': '62', 'type': 'expression_list', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'args'}
Parse out any possible valid command from an input string.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_initial_request'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '30', '70']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '12', '24']}; {'id': '7', 'type': 'comparison_operator', 'children': ['8', '11'], 'value': 'is not'}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '_leaser'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'lease_ids'}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'attribute', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_leaser'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'ack_ids'}; {'id': '24', 'type': 'else_clause', 'children': ['25']}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'lease_ids'}; {'id': '29', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'request'}; {'id': '33', 'type': 'call', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'types'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'StreamingPullRequest'}; {'id': '37', 'type': 'argument_list', 'children': ['38', '44', '55', '65']}; {'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'modify_deadline_ack_ids'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'lease_ids'}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'modify_deadline_seconds'}; {'id': '46', 'type': 'binary_operator', 'children': ['47', '51'], 'value': '*'}; {'id': '47', 'type': 'list', 'children': ['48'], 'value': '[self.ack_deadline]'}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'ack_deadline'}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'lease_ids'}; {'id': '55', 'type': 'keyword_argument', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'stream_ack_deadline_seconds'}; {'id': '57', 'type': 'call', 'children': ['58', '63']}; {'id': '58', 'type': 'attribute', 'children': ['59', '62']}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'ack_histogram'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'percentile'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'integer', 'children': [], 'value': '99'}; {'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'subscription'}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': '_subscription'}; {'id': '70', 'type': 'return_statement', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'request'}
Return the initial request for the RPC. This defines the initial request that must always be sent to Pub/Sub immediately upon opening the subscription. Returns: google.cloud.pubsub_v1.types.StreamingPullRequest: A request suitable for being the first request on the stream (and not suitable for any other purpose).
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'convert_dicts'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'to_class'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'AttrDictWrapper'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'from_class'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '11', 'type': 'block', 'children': ['12', '18', '58']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'd_'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'to_class'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'for_statement', 'children': ['19', '22', '27']}; {'id': '19', 'type': 'pattern_list', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'iteritems'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '34', '50']}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'from_class'}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '40']}; {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'd_'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'convert_dicts'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44', '47']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'to_class'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'to_class'}; {'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'from_class'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'from_class'}; {'id': '50', 'type': 'else_clause', 'children': ['51']}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '57']}; {'id': '54', 'type': 'subscript', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'd_'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '58', 'type': 'return_statement', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'd_'}
Recursively convert dict and UserDict types. Note that `d` is unchanged. Args: to_class (type): Dict-like type to convert values to, usually UserDict subclass, or dict. from_class (type): Dict-like type to convert values from. If a tuple, multiple types are converted. Returns: Converted data as `to_class` instance.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_medium_attachment'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'controller_port'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '8', 'type': 'block', 'children': ['9', '22', '35', '48', '63', '70']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '16']}; {'id': '10', 'type': 'not_operator', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'basestring'}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'raise_statement', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'string', 'children': [], 'value': '"name can only be an instance of type basestring"'}; {'id': '22', 'type': 'if_statement', 'children': ['23', '29']}; {'id': '23', 'type': 'not_operator', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'controller_port'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'baseinteger'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'raise_statement', 'children': ['31']}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'string', 'children': [], 'value': '"controller_port can only be an instance of type baseinteger"'}; {'id': '35', 'type': 'if_statement', 'children': ['36', '42']}; {'id': '36', 'type': 'not_operator', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '39', 'type': 'argument_list', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'baseinteger'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'raise_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'string', 'children': [], 'value': '"device can only be an instance of type baseinteger"'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'attachment'}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': '_call'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '57']}; {'id': '56', 'type': 'string', 'children': [], 'value': '"getMediumAttachment"'}; {'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'in_p'}; {'id': '59', 'type': 'list', 'children': ['60', '61', '62'], 'value': '[name, controller_port, device]'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'controller_port'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'attachment'}; {'id': '66', 'type': 'call', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'IMediumAttachment'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'attachment'}; {'id': '70', 'type': 'return_statement', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'attachment'}
Returns a medium attachment which corresponds to the controller with the given name, on the given port and device slot. in name of type str in controller_port of type int in device of type int return attachment of type :class:`IMediumAttachment` raises :class:`VBoxErrorObjectNotFound` No attachment exists for the given controller/port/device combination.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'body'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '25']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '15']}; {'id': '7', 'type': 'not_operator', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '10', 'type': 'argument_list', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_body'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '_body'}; {'id': '21', 'type': 'await', 'children': ['22']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': '_body'}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': '_body'}
A helper function which blocks until the body has been read completely. Returns the bytes of the body which the user should decode. If the request does not have a body part (i.e. it is a GET request) this function returns None.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_pprint'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dic'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'for_statement', 'children': ['7', '10', '15']}; {'id': '7', 'type': 'pattern_list', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'dic'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '14', 'type': 'argument_list', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'string', 'children': [], 'value': '" {0}: {1}"'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'value'}
Prints a dictionary with one indentation level
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'friendly_load'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '6', 'type': 'block', 'children': ['7', '17', '106']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'contents'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '16', 'type': 'argument_list', 'children': []}; {'id': '17', 'type': 'if_statement', 'children': ['18', '31', '75']}; {'id': '18', 'type': 'boolean_operator', 'children': ['19', '25'], 'value': 'and'}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '24'], 'value': '>='}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '4'}; {'id': '25', 'type': 'comparison_operator', 'children': ['26', '30'], 'value': '=='}; {'id': '26', 'type': 'subscript', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '28', 'type': 'unary_operator', 'children': ['29'], 'value': '-'}; {'id': '29', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '30', 'type': 'string', 'children': [], 'value': '"from"'}; {'id': '31', 'type': 'block', 'children': ['32', '39']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '35', 'type': 'subscript', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '37', 'type': 'unary_operator', 'children': ['38'], 'value': '-'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '39', 'type': 'try_statement', 'children': ['40', '71']}; {'id': '40', 'type': 'block', 'children': ['41', '49', '64']}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'lib'}; {'id': '44', 'type': 'call', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'find_library'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'assignment', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'subset'}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'load_from_library'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '56', '57']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'lib'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '57', 'type': 'subscript', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '59', 'type': 'slice', 'children': ['60', '61', '62']}; {'id': '60', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '61', 'type': 'colon', 'children': []}; {'id': '62', 'type': 'unary_operator', 'children': ['63'], 'value': '-'}; {'id': '63', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'add_library'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'subset'}; {'id': '71', 'type': 'except_clause', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'TemplateSyntaxError'}; {'id': '73', 'type': 'block', 'children': ['74']}; {'id': '74', 'type': 'pass_statement', 'children': []}; {'id': '75', 'type': 'else_clause', 'children': ['76']}; {'id': '76', 'type': 'block', 'children': ['77']}; {'id': '77', 'type': 'for_statement', 'children': ['78', '79', '84']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '79', 'type': 'subscript', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '81', 'type': 'slice', 'children': ['82', '83']}; {'id': '82', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '83', 'type': 'colon', 'children': []}; {'id': '84', 'type': 'block', 'children': ['85']}; {'id': '85', 'type': 'try_statement', 'children': ['86', '102']}; {'id': '86', 'type': 'block', 'children': ['87', '95']}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'lib'}; {'id': '90', 'type': 'call', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'find_library'}; {'id': '92', 'type': 'argument_list', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '95', 'type': 'expression_statement', 'children': ['96']}; {'id': '96', 'type': 'call', 'children': ['97', '100']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'add_library'}; {'id': '100', 'type': 'argument_list', 'children': ['101']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'lib'}; {'id': '102', 'type': 'except_clause', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'TemplateSyntaxError'}; {'id': '104', 'type': 'block', 'children': ['105']}; {'id': '105', 'type': 'pass_statement', 'children': []}; {'id': '106', 'type': 'return_statement', 'children': ['107']}; {'id': '107', 'type': 'call', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'LoadNode'}; {'id': '109', 'type': 'argument_list', 'children': []}
Tries to load a custom template tag set. Non existing tag libraries are ignored. This means that, if used in conjunction with ``if_has_tag``, you can try to load the comments template tag library to enable comments even if the comments framework is not installed. For example:: {% load friendly_loader %} {% friendly_load comments webdesign %} {% if_has_tag render_comment_list %} {% render_comment_list for obj %} {% else %} {% if_has_tag lorem %} {% lorem %} {% endif_has_tag %} {% endif_has_tag %}
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'fit'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'X'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '9', 'type': 'block', 'children': ['10', '22', '28']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'estimator'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19', '20']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'X'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '20', 'type': 'dictionary_splat', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'draw'}; {'id': '27', 'type': 'argument_list', 'children': []}; {'id': '28', 'type': 'return_statement', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}
A simple pass-through method; calls fit on the estimator and then draws the alpha-error plot.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'tarball_files'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'work_dir'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'tar_name'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'uuid'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'files'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'with_statement', 'children': ['14', '34']}; {'id': '14', 'type': 'with_clause', 'children': ['15']}; {'id': '15', 'type': 'with_item', 'children': ['16']}; {'id': '16', 'type': 'as_pattern', 'children': ['17', '32']}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'tarfile'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '31']}; {'id': '22', 'type': 'call', 'children': ['23', '28']}; {'id': '23', 'type': 'attribute', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'work_dir'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'tar_name'}; {'id': '31', 'type': 'string', 'children': [], 'value': "'w:gz'"}; {'id': '32', 'type': 'as_pattern_target', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'f_out'}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'for_statement', 'children': ['36', '37', '38']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'fname'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'files'}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'if_statement', 'children': ['40', '41', '64']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'uuid'}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'f_out'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '47', 'type': 'argument_list', 'children': ['48', '57']}; {'id': '48', 'type': 'call', 'children': ['49', '54']}; {'id': '49', 'type': 'attribute', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'work_dir'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'fname'}; {'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'arcname'}; {'id': '59', 'type': 'binary_operator', 'children': ['60', '63'], 'value': '+'}; {'id': '60', 'type': 'binary_operator', 'children': ['61', '62'], 'value': '+'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'uuid'}; {'id': '62', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'fname'}; {'id': '64', 'type': 'else_clause', 'children': ['65']}; {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'f_out'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '71', 'type': 'argument_list', 'children': ['72', '81']}; {'id': '72', 'type': 'call', 'children': ['73', '78']}; {'id': '73', 'type': 'attribute', 'children': ['74', '77']}; {'id': '74', 'type': 'attribute', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'work_dir'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'fname'}; {'id': '81', 'type': 'keyword_argument', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'arcname'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'fname'}
Tars a group of files together into a tarball work_dir: str Current Working Directory tar_name: str Name of tarball uuid: str UUID to stamp files with files: str(s) List of filenames to place in the tarball from working directory
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'safe_request'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'fct'}; {'id': '5', 'type': 'block', 'children': ['6', '92']}; {'id': '6', 'type': 'function_definition', 'children': ['7', '8', '13']}; {'id': '7', 'type': 'function_name', 'children': [], 'value': 'inner'}; {'id': '8', 'type': 'parameters', 'children': ['9', '11']}; {'id': '9', 'type': 'list_splat_pattern', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '11', 'type': 'dictionary_splat_pattern', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '13', 'type': 'block', 'children': ['14', '47', '90']}; {'id': '14', 'type': 'try_statement', 'children': ['15', '26']}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'fct'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '24']}; {'id': '22', 'type': 'list_splat', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '24', 'type': 'dictionary_splat', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '26', 'type': 'except_clause', 'children': ['27', '35']}; {'id': '27', 'type': 'as_pattern', 'children': ['28', '33']}; {'id': '28', 'type': 'attribute', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'requests'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'exceptions'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'ConnectionError'}; {'id': '33', 'type': 'as_pattern_target', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'return_statement', 'children': ['37']}; {'id': '37', 'type': 'dictionary', 'children': ['38', '44']}; {'id': '38', 'type': 'pair', 'children': ['39', '40']}; {'id': '39', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '44', 'type': 'pair', 'children': ['45', '46']}; {'id': '45', 'type': 'string', 'children': [], 'value': "'status'"}; {'id': '46', 'type': 'integer', 'children': [], 'value': '404'}; {'id': '47', 'type': 'if_statement', 'children': ['48', '51', '74']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'ok'}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'if_statement', 'children': ['53', '56', '65']}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'safe_data'}; {'id': '60', 'type': 'call', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '64', 'type': 'argument_list', 'children': []}; {'id': '65', 'type': 'else_clause', 'children': ['66']}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'assignment', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'safe_data'}; {'id': '70', 'type': 'dictionary', 'children': ['71']}; {'id': '71', 'type': 'pair', 'children': ['72', '73']}; {'id': '72', 'type': 'string', 'children': [], 'value': "'success'"}; {'id': '73', 'type': 'True', 'children': []}; {'id': '74', 'type': 'else_clause', 'children': ['75']}; {'id': '75', 'type': 'block', 'children': ['76']}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'safe_data'}; {'id': '79', 'type': 'dictionary', 'children': ['80', '85']}; {'id': '80', 'type': 'pair', 'children': ['81', '82']}; {'id': '81', 'type': 'string', 'children': [], 'value': "'error'"}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'reason'}; {'id': '85', 'type': 'pair', 'children': ['86', '87']}; {'id': '86', 'type': 'string', 'children': [], 'value': "'status'"}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'status_code'}; {'id': '90', 'type': 'return_statement', 'children': ['91']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'safe_data'}; {'id': '92', 'type': 'return_statement', 'children': ['93']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'inner'}
Return json messages instead of raising errors
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'write_to_fitsfile'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'fitsfile'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'clobber'}; {'id': '8', 'type': 'True', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '16', '26', '38', '50', '58', '66', '98', '109']}; {'id': '10', 'type': 'import_from_statement', 'children': ['11', '14']}; {'id': '11', 'type': 'dotted_name', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'fermipy'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'skymap'}; {'id': '14', 'type': 'dotted_name', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'Map'}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'hpx_header'}; {'id': '19', 'type': 'call', 'children': ['20', '25']}; {'id': '20', 'type': 'attribute', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': '_hpx'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'make_header'}; {'id': '25', 'type': 'argument_list', 'children': []}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'index_map'}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'Map'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'ipixs'}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'wcs'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'mult_map'}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'Map'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'mult_val'}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'wcs'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'prim_hdu'}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'index_map'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'create_primary_hdu'}; {'id': '57', 'type': 'argument_list', 'children': []}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'assignment', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'mult_hdu'}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'index_map'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'create_image_hdu'}; {'id': '65', 'type': 'argument_list', 'children': []}; {'id': '66', 'type': 'for_statement', 'children': ['67', '68', '77']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '68', 'type': 'list', 'children': ['69', '70', '71', '72', '73', '74', '75', '76'], 'value': "['COORDSYS', 'ORDERING', 'PIXTYPE',\n 'ORDERING', 'ORDER', 'NSIDE',\n 'FIRSTPIX', 'LASTPIX']"}; {'id': '69', 'type': 'string', 'children': [], 'value': "'COORDSYS'"}; {'id': '70', 'type': 'string', 'children': [], 'value': "'ORDERING'"}; {'id': '71', 'type': 'string', 'children': [], 'value': "'PIXTYPE'"}; {'id': '72', 'type': 'string', 'children': [], 'value': "'ORDERING'"}; {'id': '73', 'type': 'string', 'children': [], 'value': "'ORDER'"}; {'id': '74', 'type': 'string', 'children': [], 'value': "'NSIDE'"}; {'id': '75', 'type': 'string', 'children': [], 'value': "'FIRSTPIX'"}; {'id': '76', 'type': 'string', 'children': [], 'value': "'LASTPIX'"}; {'id': '77', 'type': 'block', 'children': ['78', '88']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'assignment', 'children': ['80', '85']}; {'id': '80', 'type': 'subscript', 'children': ['81', '84']}; {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'prim_hdu'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'hpx_header'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'assignment', 'children': ['90', '95']}; {'id': '90', 'type': 'subscript', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'mult_hdu'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '95', 'type': 'subscript', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'hpx_header'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'hdulist'}; {'id': '101', 'type': 'call', 'children': ['102', '105']}; {'id': '102', 'type': 'attribute', 'children': ['103', '104']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'fits'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'HDUList'}; {'id': '105', 'type': 'argument_list', 'children': ['106']}; {'id': '106', 'type': 'list', 'children': ['107', '108'], 'value': '[prim_hdu, mult_hdu]'}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'prim_hdu'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'mult_hdu'}; {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'hdulist'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'writeto'}; {'id': '114', 'type': 'argument_list', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'fitsfile'}; {'id': '116', 'type': 'keyword_argument', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'overwrite'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'clobber'}
Write this mapping to a FITS file, to avoid having to recompute it
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'install_via_requirements'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'requirements_str'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'force'}; {'id': '7', 'type': 'False', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '87']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '15', '76']}; {'id': '10', 'type': 'comparison_operator', 'children': ['11', '14'], 'value': '=='}; {'id': '11', 'type': 'subscript', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'requirements_str'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '14', 'type': 'string', 'children': [], 'value': "'@'"}; {'id': '15', 'type': 'block', 'children': ['16', '24']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '19', 'type': 'subscript', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'requirements_str'}; {'id': '21', 'type': 'slice', 'children': ['22', '23']}; {'id': '22', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '23', 'type': 'colon', 'children': []}; {'id': '24', 'type': 'if_statement', 'children': ['25', '33', '62']}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'isfile'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '33', 'type': 'block', 'children': ['34', '41']}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'yaml_data'}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'load_yaml'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '41', 'type': 'if_statement', 'children': ['42', '49']}; {'id': '42', 'type': 'comparison_operator', 'children': ['43', '44'], 'value': 'not in'}; {'id': '43', 'type': 'string', 'children': [], 'value': "'packages'"}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'yaml_data'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '48', 'type': 'argument_list', 'children': []}; {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'raise_statement', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'CommandException'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'call', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'string', 'children': [], 'value': '\'Error in {filename}: missing "packages" node\''}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}; {'id': '59', 'type': 'keyword_argument', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '62', 'type': 'else_clause', 'children': ['63']}; {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'raise_statement', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'CommandException'}; {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'string', 'children': [], 'value': '"Requirements file not found: {filename}"'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}; {'id': '73', 'type': 'keyword_argument', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '76', 'type': 'else_clause', 'children': ['77']}; {'id': '77', 'type': 'block', 'children': ['78']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'yaml_data'}; {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'yaml'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'safe_load'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'requirements_str'}; {'id': '87', 'type': 'for_statement', 'children': ['88', '89', '92']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'pkginfo'}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'yaml_data'}; {'id': '91', 'type': 'string', 'children': [], 'value': "'packages'"}; {'id': '92', 'type': 'block', 'children': ['93', '100']}; {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '96', 'type': 'call', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'parse_package_extended'}; {'id': '98', 'type': 'argument_list', 'children': ['99']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'pkginfo'}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'install'}; {'id': '103', 'type': 'argument_list', 'children': ['104', '107', '110', '113', '116']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'full_name'}; {'id': '107', 'type': 'attribute', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'hash'}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'version'}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'tag'}; {'id': '116', 'type': 'keyword_argument', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'force'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'force'}
Download multiple Quilt data packages via quilt.xml requirements file.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'human_size'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'units'}; {'id': '7', 'type': 'list', 'children': ['8', '9', '10', '11', '12', '13', '14'], 'value': "[' bytes','KB','MB','GB','TB', 'PB', 'EB']"}; {'id': '8', 'type': 'string', 'children': [], 'value': "' bytes'"}; {'id': '9', 'type': 'string', 'children': [], 'value': "'KB'"}; {'id': '10', 'type': 'string', 'children': [], 'value': "'MB'"}; {'id': '11', 'type': 'string', 'children': [], 'value': "'GB'"}; {'id': '12', 'type': 'string', 'children': [], 'value': "'TB'"}; {'id': '13', 'type': 'string', 'children': [], 'value': "'PB'"}; {'id': '14', 'type': 'string', 'children': [], 'value': "'EB'"}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'return_statement', 'children': ['17']}; {'id': '17', 'type': 'conditional_expression', 'children': ['18', '26', '29'], 'value': 'if'}; {'id': '18', 'type': 'binary_operator', 'children': ['19', '23'], 'value': '+'}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '23', 'type': 'subscript', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'units'}; {'id': '25', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '28'], 'value': '<'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '28', 'type': 'integer', 'children': [], 'value': '1024'}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'human_size'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '35']}; {'id': '32', 'type': 'binary_operator', 'children': ['33', '34'], 'value': '>>'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '34', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '35', 'type': 'subscript', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'units'}; {'id': '37', 'type': 'slice', 'children': ['38', '39']}; {'id': '38', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '39', 'type': 'colon', 'children': []}
Returns a human readable string reprentation of bytes
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'category_count'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '27']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'category_dict'}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'categories'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'count_dict'}; {'id': '15', 'type': 'dictionary_comprehension', 'children': ['16', '24']}; {'id': '16', 'type': 'pair', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'category'}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'subscript', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'category_dict'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'category'}; {'id': '24', 'type': 'for_in_clause', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'category'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'category_dict'}; {'id': '27', 'type': 'return_statement', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'count_dict'}
Returns the number of categories in `categories`.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_filter_filecommands'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'filecmd_iter'}; {'id': '6', 'type': 'block', 'children': ['7', '27', '31', '152']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '19']}; {'id': '8', 'type': 'boolean_operator', 'children': ['9', '14'], 'value': 'and'}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '13'], 'value': 'is'}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'includes'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'comparison_operator', 'children': ['15', '18'], 'value': 'is'}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'excludes'}; {'id': '18', 'type': 'None', 'children': []}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'return_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'filecmd_iter'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '30', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '31', 'type': 'for_statement', 'children': ['32', '33', '36']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'filecmd_iter'}; {'id': '35', 'type': 'argument_list', 'children': []}; {'id': '36', 'type': 'block', 'children': ['37', '140']}; {'id': '37', 'type': 'if_statement', 'children': ['38', '54', '81', '91', '109', '127']}; {'id': '38', 'type': '()', 'children': ['39']}; {'id': '39', 'type': 'boolean_operator', 'children': ['40', '47'], 'value': 'or'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'FileModifyCommand'}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '49', 'type': 'argument_list', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'FileDeleteCommand'}; {'id': '54', 'type': 'block', 'children': ['55']}; {'id': '55', 'type': 'if_statement', 'children': ['56', '64', '78']}; {'id': '56', 'type': 'call', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': '_path_to_be_kept'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '64', 'type': 'block', 'children': ['65']}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': '_adjust_for_new_root'}; {'id': '74', 'type': 'argument_list', 'children': ['75']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '78', 'type': 'else_clause', 'children': ['79']}; {'id': '79', 'type': 'block', 'children': ['80']}; {'id': '80', 'type': 'continue_statement', 'children': []}; {'id': '81', 'type': 'elif_clause', 'children': ['82', '89']}; {'id': '82', 'type': 'call', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '84', 'type': 'argument_list', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'FileDeleteAllCommand'}; {'id': '89', 'type': 'block', 'children': ['90']}; {'id': '90', 'type': 'pass_statement', 'children': []}; {'id': '91', 'type': 'elif_clause', 'children': ['92', '99']}; {'id': '92', 'type': 'call', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '94', 'type': 'argument_list', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'FileRenameCommand'}; {'id': '99', 'type': 'block', 'children': ['100']}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'assignment', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '103', 'type': 'call', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': '_convert_rename'}; {'id': '107', 'type': 'argument_list', 'children': ['108']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '109', 'type': 'elif_clause', 'children': ['110', '117']}; {'id': '110', 'type': 'call', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '112', 'type': 'argument_list', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'FileCopyCommand'}; {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '121', 'type': 'call', 'children': ['122', '125']}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': '_convert_copy'}; {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '127', 'type': 'else_clause', 'children': ['128']}; {'id': '128', 'type': 'block', 'children': ['129', '139']}; {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'call', 'children': ['131', '134']}; {'id': '131', 'type': 'attribute', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'warning'}; {'id': '134', 'type': 'argument_list', 'children': ['135', '136']}; {'id': '135', 'type': 'string', 'children': [], 'value': '"cannot handle FileCommands of class %s - ignoring"'}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': '__class__'}; {'id': '139', 'type': 'continue_statement', 'children': []}; {'id': '140', 'type': 'if_statement', 'children': ['141', '144']}; {'id': '141', 'type': 'comparison_operator', 'children': ['142', '143'], 'value': 'is not'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '143', 'type': 'None', 'children': []}; {'id': '144', 'type': 'block', 'children': ['145']}; {'id': '145', 'type': 'expression_statement', 'children': ['146']}; {'id': '146', 'type': 'call', 'children': ['147', '150']}; {'id': '147', 'type': 'attribute', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '150', 'type': 'argument_list', 'children': ['151']}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'fc'}; {'id': '152', 'type': 'return_statement', 'children': ['153']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'result'}
Return the filecommands filtered by includes & excludes. :return: a list of FileCommand objects
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'notify_change'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'change'}; {'id': '6', 'type': 'block', 'children': ['7', '13', '56']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '10', 'type': 'subscript', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'change'}; {'id': '12', 'type': 'string', 'children': [], 'value': "'name'"}; {'id': '13', 'type': 'if_statement', 'children': ['14', '27']}; {'id': '14', 'type': 'boolean_operator', 'children': ['15', '20'], 'value': 'and'}; {'id': '15', 'type': 'comparison_operator', 'children': ['16', '19'], 'value': 'is not'}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'comm'}; {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'comparison_operator', 'children': ['21', '26'], 'value': 'is not'}; {'id': '21', 'type': 'attribute', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'comm'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'kernel'}; {'id': '26', 'type': 'None', 'children': []}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '46']}; {'id': '29', 'type': 'boolean_operator', 'children': ['30', '35'], 'value': 'and'}; {'id': '30', 'type': 'comparison_operator', 'children': ['31', '32'], 'value': 'in'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': '_should_send_property'}; {'id': '39', 'type': 'argument_list', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '46', 'type': 'block', 'children': ['47']}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'send_state'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'keyword_argument', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'call', 'children': ['58', '65']}; {'id': '58', 'type': 'attribute', 'children': ['59', '64']}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'super'}; {'id': '61', 'type': 'argument_list', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'Widget'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'notify_change'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'change'}
Called when a property has changed.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'tanimoto_coefficient'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'return_statement', 'children': ['8']}; {'id': '8', 'type': 'binary_operator', 'children': ['9', '34'], 'value': '/'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '29']}; {'id': '15', 'type': 'lambda', 'children': ['16', '20']}; {'id': '16', 'type': 'lambda_parameters', 'children': ['17']}; {'id': '17', 'type': 'tuple_pattern', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '20', 'type': 'binary_operator', 'children': ['21', '25'], 'value': '*'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'list', 'children': ['38', '64', '80'], 'value': '[\n -sum(map(lambda (x,y): float(x)*float(y), zip(a,b))),\n sum(map(lambda x: float(x)**2, a)),\n sum(map(lambda x: float(x)**2, b))]'}; {'id': '38', 'type': 'unary_operator', 'children': ['39'], 'value': '-'}; {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '59']}; {'id': '45', 'type': 'lambda', 'children': ['46', '50']}; {'id': '46', 'type': 'lambda_parameters', 'children': ['47']}; {'id': '47', 'type': 'tuple_pattern', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '50', 'type': 'binary_operator', 'children': ['51', '55'], 'value': '*'}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '55', 'type': 'call', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '61', 'type': 'argument_list', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '64', 'type': 'call', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '66', 'type': 'argument_list', 'children': ['67']}; {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '69', 'type': 'argument_list', 'children': ['70', '79']}; {'id': '70', 'type': 'lambda', 'children': ['71', '73']}; {'id': '71', 'type': 'lambda_parameters', 'children': ['72']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '73', 'type': 'binary_operator', 'children': ['74', '78'], 'value': '**'}; {'id': '74', 'type': 'call', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '80', 'type': 'call', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '82', 'type': 'argument_list', 'children': ['83']}; {'id': '83', 'type': 'call', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '85', 'type': 'argument_list', 'children': ['86', '95']}; {'id': '86', 'type': 'lambda', 'children': ['87', '89']}; {'id': '87', 'type': 'lambda_parameters', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '89', 'type': 'binary_operator', 'children': ['90', '94'], 'value': '**'}; {'id': '90', 'type': 'call', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '94', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'b'}
Measured similarity between two points in a multi-dimensional space. Returns: 1.0 if the two points completely overlap, 0.0 if the two points are infinitely far apart.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'dump_engines'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'target'}; {'id': '6', 'type': 'attribute', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '9', 'type': 'block', 'children': ['10', '18', '33']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15']}; {'id': '14', 'type': 'string', 'children': [], 'value': '"Available templating engines:"'}; {'id': '15', 'type': 'keyword_argument', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'target'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'width'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '23', 'type': 'generator_expression', 'children': ['24', '28']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'engine'}; {'id': '28', 'type': 'for_in_clause', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'engine'}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'engines'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'engines'}; {'id': '33', 'type': 'for_statement', 'children': ['34', '37', '47']}; {'id': '34', 'type': 'pattern_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'handle'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'engine'}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '46']}; {'id': '41', 'type': 'attribute', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'engines'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'engines'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '46', 'type': 'argument_list', 'children': []}; {'id': '47', 'type': 'block', 'children': ['48', '62']}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'description'}; {'id': '51', 'type': 'subscript', 'children': ['52', '61']}; {'id': '52', 'type': 'call', 'children': ['53', '58']}; {'id': '53', 'type': 'attribute', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'engine'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': '__doc__'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '58', 'type': 'argument_list', 'children': ['59', '60']}; {'id': '59', 'type': 'string', 'children': [], 'value': "'\\n'"}; {'id': '60', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '61', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '65', 'type': 'argument_list', 'children': ['66', '72']}; {'id': '66', 'type': 'binary_operator', 'children': ['67', '68'], 'value': '%'}; {'id': '67', 'type': 'string', 'children': [], 'value': '" %-*s - %s"'}; {'id': '68', 'type': 'tuple', 'children': ['69', '70', '71']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'width'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'handle'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'description'}; {'id': '72', 'type': 'keyword_argument', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'target'}
Print successfully imported templating engines.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_points'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'measurement'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'block', 'children': ['12', '38']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '32']}; {'id': '13', 'type': 'not_operator', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'measurement'}; {'id': '18', 'type': 'tuple', 'children': ['19', '20', '28']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'bytes'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'string', 'children': [], 'value': "b''"}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '27', 'type': 'argument_list', 'children': []}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'None', 'children': []}; {'id': '32', 'type': 'block', 'children': ['33']}; {'id': '33', 'type': 'raise_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'string', 'children': [], 'value': "'measurement must be an str or None'"}; {'id': '38', 'type': 'for_statement', 'children': ['39', '40', '45']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': '_get_series'}; {'id': '44', 'type': 'argument_list', 'children': []}; {'id': '45', 'type': 'block', 'children': ['46', '62']}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'assignment', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'series_name'}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '53', 'type': 'argument_list', 'children': ['54', '55']}; {'id': '54', 'type': 'string', 'children': [], 'value': "'measurement'"}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '59', 'type': 'argument_list', 'children': ['60', '61']}; {'id': '60', 'type': 'string', 'children': [], 'value': "'name'"}; {'id': '61', 'type': 'string', 'children': [], 'value': "'results'"}; {'id': '62', 'type': 'if_statement', 'children': ['63', '66', '84']}; {'id': '63', 'type': 'comparison_operator', 'children': ['64', '65'], 'value': 'is'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'series_name'}; {'id': '65', 'type': 'None', 'children': []}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'if_statement', 'children': ['68', '71']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': 'is'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '70', 'type': 'None', 'children': []}; {'id': '71', 'type': 'block', 'children': ['72']}; {'id': '72', 'type': 'for_statement', 'children': ['73', '74', '80']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '74', 'type': 'call', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': '_get_points_for_series'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '80', 'type': 'block', 'children': ['81']}; {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'yield', 'children': ['83']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '84', 'type': 'elif_clause', 'children': ['85', '90']}; {'id': '85', 'type': 'comparison_operator', 'children': ['86', '87'], 'value': 'in'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'measurement'}; {'id': '87', 'type': 'tuple', 'children': ['88', '89']}; {'id': '88', 'type': 'None', 'children': []}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'series_name'}; {'id': '90', 'type': 'block', 'children': ['91', '101']}; {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'series_tags'}; {'id': '94', 'type': 'call', 'children': ['95', '98']}; {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '98', 'type': 'argument_list', 'children': ['99', '100']}; {'id': '99', 'type': 'string', 'children': [], 'value': "'tags'"}; {'id': '100', 'type': 'dictionary', 'children': []}; {'id': '101', 'type': 'for_statement', 'children': ['102', '103', '109']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '103', 'type': 'call', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': '_get_points_for_series'}; {'id': '107', 'type': 'argument_list', 'children': ['108']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '109', 'type': 'block', 'children': ['110']}; {'id': '110', 'type': 'if_statement', 'children': ['111', '132']}; {'id': '111', 'type': 'boolean_operator', 'children': ['112', '124', '125'], 'value': 'or'}; {'id': '112', 'type': 'boolean_operator', 'children': ['113', '116', '117'], 'value': 'or'}; {'id': '113', 'type': 'comparison_operator', 'children': ['114', '115'], 'value': 'is'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '115', 'type': 'None', 'children': []}; {'id': '116', 'type': 'line_continuation', 'children': [], 'value': '\\'}; {'id': '117', 'type': 'call', 'children': ['118', '121']}; {'id': '118', 'type': 'attribute', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '120', 'type': 'identifier', 'children': [], 'value': '_tag_matches'}; {'id': '121', 'type': 'argument_list', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '124', 'type': 'line_continuation', 'children': [], 'value': '\\'}; {'id': '125', 'type': 'call', 'children': ['126', '129']}; {'id': '126', 'type': 'attribute', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': '_tag_matches'}; {'id': '129', 'type': 'argument_list', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'series_tags'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '132', 'type': 'block', 'children': ['133']}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'yield', 'children': ['135']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'item'}
Return a generator for all the points that match the given filters. :param measurement: The measurement name :type measurement: str :param tags: Tags to look for :type tags: dict :return: Points generator
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'split_bits'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '5', 'type': 'list_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '7', 'type': 'block', 'children': ['8', '12', '43', '47', '53']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '11', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '12', 'type': 'for_statement', 'children': ['13', '14', '18']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'reversed'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'bits'}; {'id': '18', 'type': 'block', 'children': ['19', '28', '37']}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '22', 'type': 'binary_operator', 'children': ['23', '27'], 'value': '-'}; {'id': '23', 'type': '()', 'children': ['24']}; {'id': '24', 'type': 'binary_operator', 'children': ['25', '26'], 'value': '<<'}; {'id': '25', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '27', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '36'], 'value': '&'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '42'], 'value': '>>'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '43', 'type': 'assert_statement', 'children': ['44']}; {'id': '44', 'type': 'comparison_operator', 'children': ['45', '46'], 'value': '=='}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '46', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'reverse'}; {'id': '52', 'type': 'argument_list', 'children': []}; {'id': '53', 'type': 'return_statement', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'result'}
Split integer value into list of ints, according to `bits` list. For example, split_bits(0x1234, 4, 8, 4) == [0x1, 0x23, 0x4]
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'is_excluded_path'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '6', 'type': 'block', 'children': ['7', '24', '35', '88', '95', '168']}; {'id': '7', 'type': 'for_statement', 'children': ['8', '9', '12']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'regexp_exclude_path'}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'regexp'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'if_statement', 'children': ['14', '21']}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'regexp_exclude_path'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '21', 'type': 'block', 'children': ['22']}; {'id': '22', 'type': 'return_statement', 'children': ['23']}; {'id': '23', 'type': 'True', 'children': []}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '27', 'type': 'call', 'children': ['28', '33']}; {'id': '28', 'type': 'attribute', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '35', 'type': 'if_statement', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'include'}; {'id': '39', 'type': 'block', 'children': ['40', '44', '83']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'out_of_include_dirs'}; {'id': '43', 'type': 'True', 'children': []}; {'id': '44', 'type': 'for_statement', 'children': ['45', '46', '49']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'incl_path'}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'include'}; {'id': '49', 'type': 'block', 'children': ['50', '71']}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'absolute_include_path'}; {'id': '53', 'type': 'call', 'children': ['54', '59']}; {'id': '54', 'type': 'attribute', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'call', 'children': ['61', '66']}; {'id': '61', 'type': 'attribute', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '66', 'type': 'argument_list', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'incl_path'}; {'id': '71', 'type': 'if_statement', 'children': ['72', '77']}; {'id': '72', 'type': 'call', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'is_child_dir'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'absolute_include_path'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '77', 'type': 'block', 'children': ['78', '82']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'out_of_include_dirs'}; {'id': '81', 'type': 'False', 'children': []}; {'id': '82', 'type': 'break_statement', 'children': []}; {'id': '83', 'type': 'if_statement', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'out_of_include_dirs'}; {'id': '85', 'type': 'block', 'children': ['86']}; {'id': '86', 'type': 'return_statement', 'children': ['87']}; {'id': '87', 'type': 'True', 'children': []}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'assignment', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'excl_rules'}; {'id': '91', 'type': 'call', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'create_exclude_rules'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '95', 'type': 'for_statement', 'children': ['96', '99', '103']}; {'id': '96', 'type': 'pattern_list', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'rule'}; {'id': '99', 'type': 'call', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '101', 'type': 'argument_list', 'children': ['102']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'excl_rules'}; {'id': '103', 'type': 'block', 'children': ['104', '115']}; {'id': '104', 'type': 'if_statement', 'children': ['105', '110']}; {'id': '105', 'type': 'comparison_operator', 'children': ['106', '109'], 'value': '=='}; {'id': '106', 'type': 'subscript', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'rule'}; {'id': '108', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '110', 'type': 'block', 'children': ['111']}; {'id': '111', 'type': 'return_statement', 'children': ['112']}; {'id': '112', 'type': 'subscript', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'rule'}; {'id': '114', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '115', 'type': 'if_statement', 'children': ['116', '123']}; {'id': '116', 'type': 'call', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'is_child_dir'}; {'id': '118', 'type': 'argument_list', 'children': ['119', '122']}; {'id': '119', 'type': 'subscript', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'rule'}; {'id': '121', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '123', 'type': 'block', 'children': ['124', '130', '166']}; {'id': '124', 'type': 'expression_statement', 'children': ['125']}; {'id': '125', 'type': 'assignment', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'last_result'}; {'id': '127', 'type': 'subscript', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'rule'}; {'id': '129', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '130', 'type': 'for_statement', 'children': ['131', '132', '142']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '132', 'type': 'call', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '134', 'type': 'argument_list', 'children': ['135', '138']}; {'id': '135', 'type': 'binary_operator', 'children': ['136', '137'], 'value': '+'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '137', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '138', 'type': 'call', 'children': ['139', '140']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '140', 'type': 'argument_list', 'children': ['141']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'excl_rules'}; {'id': '142', 'type': 'block', 'children': ['143', '149', '160']}; {'id': '143', 'type': 'expression_statement', 'children': ['144']}; {'id': '144', 'type': 'assignment', 'children': ['145', '146']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'rule_deep'}; {'id': '146', 'type': 'subscript', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'excl_rules'}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '149', 'type': 'if_statement', 'children': ['150', '158']}; {'id': '150', 'type': 'not_operator', 'children': ['151']}; {'id': '151', 'type': 'call', 'children': ['152', '153']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'is_child_dir'}; {'id': '153', 'type': 'argument_list', 'children': ['154', '157']}; {'id': '154', 'type': 'subscript', 'children': ['155', '156']}; {'id': '155', 'type': 'identifier', 'children': [], 'value': 'rule_deep'}; {'id': '156', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '158', 'type': 'block', 'children': ['159']}; {'id': '159', 'type': 'break_statement', 'children': []}; {'id': '160', 'type': 'expression_statement', 'children': ['161']}; {'id': '161', 'type': 'assignment', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'last_result'}; {'id': '163', 'type': 'subscript', 'children': ['164', '165']}; {'id': '164', 'type': 'identifier', 'children': [], 'value': 'rule_deep'}; {'id': '165', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '166', 'type': 'return_statement', 'children': ['167']}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'last_result'}; {'id': '168', 'type': 'return_statement', 'children': ['169']}; {'id': '169', 'type': 'False', 'children': []}
Returns true if the filepath is under the one of the exclude path.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'search'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'dictionary_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '7', 'type': 'block', 'children': ['8']}; {'id': '8', 'type': 'return_statement', 'children': ['9']}; {'id': '9', 'type': 'call', 'children': ['10', '17']}; {'id': '10', 'type': 'attribute', 'children': ['11', '16']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'super'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'ApiVlan'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'prepare_url'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'string', 'children': [], 'value': "'api/v3/vlan/'"}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'kwargs'}
Method to search vlan's based on extends search. :param search: Dict containing QuerySets to find vlan's. :param include: Array containing fields to include on response. :param exclude: Array containing fields to exclude on response. :param fields: Array containing fields to override default fields. :param kind: Determine if result will be detailed ('detail') or basic ('basic'). :return: Dict containing vlan's
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'expected_h'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nvals'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '7', 'type': 'string', 'children': [], 'value': '"RANSAC"'}; {'id': '8', 'type': 'block', 'children': ['9', '20', '42']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'rsvals'}; {'id': '12', 'type': 'list_comprehension', 'children': ['13', '17']}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'expected_rs'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '17', 'type': 'for_in_clause', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'nvals'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'poly'}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'poly_fit'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '32', '38', '39']}; {'id': '26', 'type': 'call', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'nvals'}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'rsvals'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '39', 'type': 'keyword_argument', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '42', 'type': 'return_statement', 'children': ['43']}; {'id': '43', 'type': 'subscript', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'poly'}; {'id': '45', 'type': 'integer', 'children': [], 'value': '0'}
Uses expected_rs to calculate the expected value for the Hurst exponent h based on the values of n used for the calculation. Args: nvals (iterable of int): the values of n used to calculate the individual (R/S)_n KWargs: fit (str): the fitting method to use for the line fit, either 'poly' for normal least squares polynomial fitting or 'RANSAC' for RANSAC-fitting which is more robust to outliers Returns: float: expected h for white noise
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_process_string_token'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'start_row'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'start_col'}; {'id': '8', 'type': 'block', 'children': ['9', '24', '32', '69', '82', '134']}; {'id': '9', 'type': 'for_statement', 'children': ['10', '13', '17']}; {'id': '10', 'type': 'pattern_list', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'char'}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '17', 'type': 'block', 'children': ['18']}; {'id': '18', 'type': 'if_statement', 'children': ['19', '22']}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': 'in'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'char'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'QUOTES'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'break_statement', 'children': []}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'norm_quote'}; {'id': '27', 'type': 'subscript', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '29', 'type': 'slice', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '31', 'type': 'colon', 'children': []}; {'id': '32', 'type': 'if_statement', 'children': ['33', '51']}; {'id': '33', 'type': 'boolean_operator', 'children': ['34', '40'], 'value': 'and'}; {'id': '34', 'type': 'comparison_operator', 'children': ['35', '39'], 'value': '>='}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'norm_quote'}; {'id': '39', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '40', 'type': 'comparison_operator', 'children': ['41', '46'], 'value': 'in'}; {'id': '41', 'type': 'subscript', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'norm_quote'}; {'id': '43', 'type': 'slice', 'children': ['44', '45']}; {'id': '44', 'type': 'colon', 'children': []}; {'id': '45', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'TRIPLE_QUOTE_OPTS'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '50', 'type': 'argument_list', 'children': []}; {'id': '51', 'type': 'block', 'children': ['52', '68']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '59']}; {'id': '54', 'type': 'subscript', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': '_tokenized_triple_quotes'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'start_row'}; {'id': '59', 'type': 'tuple', 'children': ['60', '61', '66', '67']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'norm_quote'}; {'id': '63', 'type': 'slice', 'children': ['64', '65']}; {'id': '64', 'type': 'colon', 'children': []}; {'id': '65', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'start_row'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'start_col'}; {'id': '68', 'type': 'return_statement', 'children': []}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'assignment', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'preferred_quote'}; {'id': '72', 'type': 'call', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'SMART_QUOTE_OPTS'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}; {'id': '77', 'type': 'attribute', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'string_quote'}; {'id': '82', 'type': 'if_statement', 'children': ['83', '90']}; {'id': '83', 'type': 'comparison_operator', 'children': ['84', '89'], 'value': 'in'}; {'id': '84', 'type': 'attribute', 'children': ['85', '88']}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'string_quote'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'SMART_CONFIG_OPTS'}; {'id': '90', 'type': 'block', 'children': ['91', '105']}; {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'other_quote'}; {'id': '94', 'type': 'call', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'next'}; {'id': '96', 'type': 'generator_expression', 'children': ['97', '98', '101']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'q'}; {'id': '98', 'type': 'for_in_clause', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'q'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'QUOTES'}; {'id': '101', 'type': 'if_clause', 'children': ['102']}; {'id': '102', 'type': 'comparison_operator', 'children': ['103', '104'], 'value': '!='}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'q'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'preferred_quote'}; {'id': '105', 'type': 'if_statement', 'children': ['106', '129']}; {'id': '106', 'type': 'boolean_operator', 'children': ['107', '118'], 'value': 'and'}; {'id': '107', 'type': 'comparison_operator', 'children': ['108', '109'], 'value': 'in'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'preferred_quote'}; {'id': '109', 'type': 'subscript', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '111', 'type': 'slice', 'children': ['112', '115', '116']}; {'id': '112', 'type': 'binary_operator', 'children': ['113', '114'], 'value': '+'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '114', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '115', 'type': 'colon', 'children': []}; {'id': '116', 'type': 'unary_operator', 'children': ['117'], 'value': '-'}; {'id': '117', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '118', 'type': 'comparison_operator', 'children': ['119', '120'], 'value': 'not in'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'other_quote'}; {'id': '120', 'type': 'subscript', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '122', 'type': 'slice', 'children': ['123', '126', '127']}; {'id': '123', 'type': 'binary_operator', 'children': ['124', '125'], 'value': '+'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '125', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '126', 'type': 'colon', 'children': []}; {'id': '127', 'type': 'unary_operator', 'children': ['128'], 'value': '-'}; {'id': '128', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '129', 'type': 'block', 'children': ['130']}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}; {'id': '131', 'type': 'assignment', 'children': ['132', '133']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'preferred_quote'}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'other_quote'}; {'id': '134', 'type': 'if_statement', 'children': ['135', '140']}; {'id': '135', 'type': 'comparison_operator', 'children': ['136', '139'], 'value': '!='}; {'id': '136', 'type': 'subscript', 'children': ['137', '138']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'norm_quote'}; {'id': '138', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'preferred_quote'}; {'id': '140', 'type': 'block', 'children': ['141']}; {'id': '141', 'type': 'expression_statement', 'children': ['142']}; {'id': '142', 'type': 'call', 'children': ['143', '146']}; {'id': '143', 'type': 'attribute', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '145', 'type': 'identifier', 'children': [], 'value': '_invalid_string_quote'}; {'id': '146', 'type': 'argument_list', 'children': ['147', '152', '155', '158']}; {'id': '147', 'type': 'keyword_argument', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'quote'}; {'id': '149', 'type': 'subscript', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'norm_quote'}; {'id': '151', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '152', 'type': 'keyword_argument', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'row'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'start_row'}; {'id': '155', 'type': 'keyword_argument', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'correct_quote'}; {'id': '157', 'type': 'identifier', 'children': [], 'value': 'preferred_quote'}; {'id': '158', 'type': 'keyword_argument', 'children': ['159', '160']}; {'id': '159', 'type': 'identifier', 'children': [], 'value': 'col'}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'start_col'}
Internal method for identifying and checking string tokens from the token stream. Args: token: the token to check. start_row: the line on which the token was found. start_col: the column on which the token was found.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '35']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'dataset_list_cli'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14', '17', '20', '23', '26', '29', '32']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'sort_by'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'file_type'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'license_name'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'tag_ids'}; {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'default_parameter', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'search'}; {'id': '22', 'type': 'None', 'children': []}; {'id': '23', 'type': 'default_parameter', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'default_parameter', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'mine'}; {'id': '28', 'type': 'False', 'children': []}; {'id': '29', 'type': 'default_parameter', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'page'}; {'id': '31', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '32', 'type': 'default_parameter', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'csv_display'}; {'id': '34', 'type': 'False', 'children': []}; {'id': '35', 'type': 'block', 'children': ['36', '53', '62']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'datasets'}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'dataset_list'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '45', '46', '47', '48', '49', '50', '51', '52']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'sort_by'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'file_type'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'license_name'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'tag_ids'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'search'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'user'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'mine'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'page'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '56', 'type': 'list', 'children': ['57', '58', '59', '60', '61'], 'value': "['ref', 'title', 'size', 'lastUpdated', 'downloadCount']"}; {'id': '57', 'type': 'string', 'children': [], 'value': "'ref'"}; {'id': '58', 'type': 'string', 'children': [], 'value': "'title'"}; {'id': '59', 'type': 'string', 'children': [], 'value': "'size'"}; {'id': '60', 'type': 'string', 'children': [], 'value': "'lastUpdated'"}; {'id': '61', 'type': 'string', 'children': [], 'value': "'downloadCount'"}; {'id': '62', 'type': 'if_statement', 'children': ['63', '64', '86']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'datasets'}; {'id': '64', 'type': 'block', 'children': ['65']}; {'id': '65', 'type': 'if_statement', 'children': ['66', '67', '76']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'csv_display'}; {'id': '67', 'type': 'block', 'children': ['68']}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'print_csv'}; {'id': '73', 'type': 'argument_list', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'datasets'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '76', 'type': 'else_clause', 'children': ['77']}; {'id': '77', 'type': 'block', 'children': ['78']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'print_table'}; {'id': '83', 'type': 'argument_list', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'datasets'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '86', 'type': 'else_clause', 'children': ['87']}; {'id': '87', 'type': 'block', 'children': ['88']}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'call', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '91', 'type': 'argument_list', 'children': ['92']}; {'id': '92', 'type': 'string', 'children': [], 'value': "'No datasets found'"}
a wrapper to datasets_list for the client. Additional parameters are described here, see dataset_list for others. Parameters ========== sort_by: how to sort the result, see valid_sort_bys for options size: the size of the dataset, see valid_sizes for string options file_type: the format, see valid_file_types for string options license_name: string descriptor for license, see valid_license_names tag_ids: tag identifiers to filter the search search: a search term to use (default is empty string) user: username to filter the search to mine: boolean if True, group is changed to "my" to return personal page: the page to return (default is 1) csv_display: if True, print comma separated values instead of table
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'close'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '25', '31', '50', '57', '89', '95', '125']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '10']}; {'id': '7', 'type': 'attribute', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'message_handler'}; {'id': '10', 'type': 'block', 'children': ['11', '19']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '18']}; {'id': '13', 'type': 'attribute', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'message_handler'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'destroy'}; {'id': '18', 'type': 'argument_list', 'children': []}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'message_handler'}; {'id': '24', 'type': 'None', 'children': []}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_shutdown'}; {'id': '30', 'type': 'True', 'children': []}; {'id': '31', 'type': 'if_statement', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': '_keep_alive_thread'}; {'id': '35', 'type': 'block', 'children': ['36', '44']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '43']}; {'id': '38', 'type': 'attribute', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': '_keep_alive_thread'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '43', 'type': 'argument_list', 'children': []}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': '_keep_alive_thread'}; {'id': '49', 'type': 'None', 'children': []}; {'id': '50', 'type': 'if_statement', 'children': ['51', '55']}; {'id': '51', 'type': 'not_operator', 'children': ['52']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': '_session'}; {'id': '55', 'type': 'block', 'children': ['56']}; {'id': '56', 'type': 'return_statement', 'children': []}; {'id': '57', 'type': 'if_statement', 'children': ['58', '64', '80']}; {'id': '58', 'type': 'not_operator', 'children': ['59']}; {'id': '59', 'type': 'attribute', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_connection'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'cbs'}; {'id': '64', 'type': 'block', 'children': ['65', '72']}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': '_logger'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'string', 'children': [], 'value': '"Closing non-CBS session."'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'call', 'children': ['74', '79']}; {'id': '74', 'type': 'attribute', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': '_session'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'destroy'}; {'id': '79', 'type': 'argument_list', 'children': []}; {'id': '80', 'type': 'else_clause', 'children': ['81']}; {'id': '81', 'type': 'block', 'children': ['82']}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}; {'id': '83', 'type': 'call', 'children': ['84', '87']}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': '_logger'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '87', 'type': 'argument_list', 'children': ['88']}; {'id': '88', 'type': 'string', 'children': [], 'value': '"CBS session pending."'}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'assignment', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': '_session'}; {'id': '94', 'type': 'None', 'children': []}; {'id': '95', 'type': 'if_statement', 'children': ['96', '100', '116']}; {'id': '96', 'type': 'not_operator', 'children': ['97']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': '_ext_connection'}; {'id': '100', 'type': 'block', 'children': ['101', '108']}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'call', 'children': ['103', '106']}; {'id': '103', 'type': 'attribute', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': '_logger'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '106', 'type': 'argument_list', 'children': ['107']}; {'id': '107', 'type': 'string', 'children': [], 'value': '"Closing exclusive connection."'}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}; {'id': '109', 'type': 'call', 'children': ['110', '115']}; {'id': '110', 'type': 'attribute', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': '_connection'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'destroy'}; {'id': '115', 'type': 'argument_list', 'children': []}; {'id': '116', 'type': 'else_clause', 'children': ['117']}; {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'call', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': '_logger'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '123', 'type': 'argument_list', 'children': ['124']}; {'id': '124', 'type': 'string', 'children': [], 'value': '"Shared connection remaining open."'}; {'id': '125', 'type': 'expression_statement', 'children': ['126']}; {'id': '126', 'type': 'assignment', 'children': ['127', '130']}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': '_connection'}; {'id': '130', 'type': 'None', 'children': []}
Close the client. This includes closing the Session and CBS authentication layer as well as the Connection. If the client was opened using an external Connection, this will be left intact. No further messages can be sent or received and the client cannot be re-opened. All pending, unsent messages will remain uncleared to allow them to be inspected and queued to a new client.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'monitor'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '5', 'type': 'block', 'children': ['6', '15', '24', '31', '37', '46']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'heroku_app'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'HerokuApp'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'keyword_argument', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'dallinger_uid'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'webbrowser'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'heroku_app'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'dashboard_url'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'webbrowser'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"https://requester.mturk.com/mturk/manageHITs"'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'heroku_app'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'open_logs'}; {'id': '36', 'type': 'argument_list', 'children': []}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'check_call'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'list', 'children': ['42', '43'], 'value': '["open", heroku_app.db_uri]'}; {'id': '42', 'type': 'string', 'children': [], 'value': '"open"'}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'heroku_app'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'db_uri'}; {'id': '46', 'type': 'while_statement', 'children': ['47', '50']}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': '_keep_running'}; {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'block', 'children': ['51', '58', '64', '71', '83', '90']}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'summary'}; {'id': '54', 'type': 'call', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'get_summary'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'click'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'clear'}; {'id': '63', 'type': 'argument_list', 'children': []}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'click'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'echo'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'header'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'click'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'echo'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}; {'id': '77', 'type': 'call', 'children': ['78', '81']}; {'id': '78', 'type': 'attribute', 'children': ['79', '80']}; {'id': '79', 'type': 'string', 'children': [], 'value': '"\\nExperiment {}\\n"'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '81', 'type': 'argument_list', 'children': ['82']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'call', 'children': ['85', '88']}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'click'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'echo'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'summary'}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}; {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'time'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'sleep'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'integer', 'children': [], 'value': '10'}
Set up application monitoring.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'multi_split'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'txt'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'delims'}; {'id': '6', 'type': 'block', 'children': ['7', '12', '45']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '10', 'type': 'list', 'children': ['11'], 'value': '[txt]'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'txt'}; {'id': '12', 'type': 'for_statement', 'children': ['13', '14', '15']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'delimChar'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'delims'}; {'id': '15', 'type': 'block', 'children': ['16', '24']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '21']}; {'id': '18', 'type': 'pattern_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'txt'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '21', 'type': 'expression_list', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '23', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '24', 'type': 'for_statement', 'children': ['25', '26', '27']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'word'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'txt'}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '35']}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '34'], 'value': '>'}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'word'}; {'id': '34', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'augmented_assignment', 'children': ['38', '39'], 'value': '+='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'word'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'delimChar'}; {'id': '45', 'type': 'return_statement', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'res'}
split by multiple delimiters
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'derive_key_block'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'master_secret'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'server_random'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'client_random'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'req_len'}; {'id': '9', 'type': 'block', 'children': ['10', '16']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'seed'}; {'id': '13', 'type': 'binary_operator', 'children': ['14', '15'], 'value': '+'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'server_random'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'client_random'}; {'id': '16', 'type': 'if_statement', 'children': ['17', '22', '32']}; {'id': '17', 'type': 'comparison_operator', 'children': ['18', '21'], 'value': '<='}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'tls_version'}; {'id': '21', 'type': 'integer', 'children': [], 'value': '0x0300'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'prf'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30', '31']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'master_secret'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'seed'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'req_len'}; {'id': '32', 'type': 'else_clause', 'children': ['33']}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'prf'}; {'id': '39', 'type': 'argument_list', 'children': ['40', '41', '42', '43']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'master_secret'}; {'id': '41', 'type': 'string', 'children': [], 'value': 'b"key expansion"'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'seed'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'req_len'}
Perform the derivation of master_secret into a key_block of req_len requested length. See RFC 5246, section 6.3.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_templates_per_page'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'per_page'}; {'id': '7', 'type': 'integer', 'children': [], 'value': '1000'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'page'}; {'id': '10', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'return_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': '_get_resource_per_page'}; {'id': '20', 'type': 'argument_list', 'children': ['21', '24', '27', '30']}; {'id': '21', 'type': 'keyword_argument', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'resource'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'TEMPLATES'}; {'id': '24', 'type': 'keyword_argument', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'per_page'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'per_page'}; {'id': '27', 'type': 'keyword_argument', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'page'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'page'}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'params'}
Get templates per page :param per_page: How many objects per page. Default: 1000 :param page: Which page. Default: 1 :param params: Search parameters. Default: {} :return: list
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'list_inactive_vms'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'dictionary_splat_pattern', 'children': ['5']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '19', '43', '49']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'vms'}; {'id': '10', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'conn'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': '__get_conn'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'dictionary_splat', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '19', 'type': 'for_statement', 'children': ['20', '21', '31']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'dom'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_get_domain'}; {'id': '23', 'type': 'argument_list', 'children': ['24', '25', '28']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'conn'}; {'id': '25', 'type': 'keyword_argument', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'iterable'}; {'id': '27', 'type': 'True', 'children': []}; {'id': '28', 'type': 'keyword_argument', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'active'}; {'id': '30', 'type': 'False', 'children': []}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'call', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'vms'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'dom'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '42', 'type': 'argument_list', 'children': []}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'conn'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'close'}; {'id': '48', 'type': 'argument_list', 'children': []}; {'id': '49', 'type': 'return_statement', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'vms'}
Return a list of names for inactive virtual machine on the minion :param connection: libvirt connection URI, overriding defaults .. versionadded:: 2019.2.0 :param username: username to connect with, overriding defaults .. versionadded:: 2019.2.0 :param password: password to connect with, overriding defaults .. versionadded:: 2019.2.0 CLI Example: .. code-block:: bash salt '*' virt.list_inactive_vms
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'join_group_with_token'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'group_hashtag'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'group_jid'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'join_token'}; {'id': '8', 'type': 'block', 'children': ['9', '22']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'info'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'string', 'children': [], 'value': '"[+] Trying to join the group \'{}\' with JID {}"'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'group_hashtag'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'group_jid'}; {'id': '22', 'type': 'return_statement', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': '_send_xmpp_element'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'roster'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'GroupJoinRequest'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34', '35']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'group_hashtag'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'join_token'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'group_jid'}
Tries to join into a specific group, using a cryptographic token that was received earlier from a search :param group_hashtag: The public hashtag of the group into which to join (like '#Music') :param group_jid: The JID of the same group :param join_token: a token that can be extracted in the callback on_group_search_response, after calling search_group()
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_association_classes'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'namespace'}; {'id': '6', 'type': 'block', 'children': ['7', '16', '35']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'class_repo'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_get_class_repo'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'namespace'}; {'id': '16', 'type': 'for_statement', 'children': ['17', '18', '24']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'cl'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'itervalues'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'class_repo'}; {'id': '24', 'type': 'block', 'children': ['25']}; {'id': '25', 'type': 'if_statement', 'children': ['26', '31']}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '28'], 'value': 'in'}; {'id': '27', 'type': 'string', 'children': [], 'value': "'Association'"}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'cl'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'qualifiers'}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'yield', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'cl'}; {'id': '35', 'type': 'return_statement', 'children': []}
Return iterator of associator classes from the class repo Returns the classes that have associations qualifier. Does NOT copy so these are what is in repository. User functions MUST NOT modify these classes. Returns: Returns generator where each yield returns a single association class
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'gui_repaint'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'drawDC'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '16']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'DEBUG_MSG'}; {'id': '12', 'type': 'argument_list', 'children': ['13', '14', '15']}; {'id': '13', 'type': 'string', 'children': [], 'value': '"gui_repaint()"'}; {'id': '14', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'if_statement', 'children': ['17', '22', '48']}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'IsShownOnScreen'}; {'id': '21', 'type': 'argument_list', 'children': []}; {'id': '22', 'type': 'block', 'children': ['23', '37']}; {'id': '23', 'type': 'if_statement', 'children': ['24', '27']}; {'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': 'is'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'drawDC'}; {'id': '26', 'type': 'None', 'children': []}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'drawDC'}; {'id': '31', 'type': 'call', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'wx'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'ClientDC'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'drawDC'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'DrawBitmap'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '46', '47']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'bitmap'}; {'id': '46', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '48', 'type': 'else_clause', 'children': ['49']}; {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'pass_statement', 'children': []}
Performs update of the displayed image on the GUI canvas, using the supplied device context. If drawDC is None, a ClientDC will be used to redraw the image.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'create_atomic_wrapper'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'wrapped_func'}; {'id': '6', 'type': 'block', 'children': ['7', '32']}; {'id': '7', 'type': 'function_definition', 'children': ['8', '9', '14']}; {'id': '8', 'type': 'function_name', 'children': [], 'value': '_create_atomic_wrapper'}; {'id': '9', 'type': 'parameters', 'children': ['10', '12']}; {'id': '10', 'type': 'list_splat_pattern', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '12', 'type': 'dictionary_splat_pattern', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'with_statement', 'children': ['16', '23']}; {'id': '16', 'type': 'with_clause', 'children': ['17']}; {'id': '17', 'type': 'with_item', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'transaction'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'atomic'}; {'id': '22', 'type': 'argument_list', 'children': []}; {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'return_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'wrapped_func'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '30']}; {'id': '28', 'type': 'list_splat', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '30', 'type': 'dictionary_splat', 'children': ['31']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '32', 'type': 'return_statement', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': '_create_atomic_wrapper'}
Returns a wrapped function.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '14']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'averaged_sgd_entropic_transport'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '11']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'M'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'reg'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'numItermax'}; {'id': '10', 'type': 'integer', 'children': [], 'value': '300000'}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'lr'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'block', 'children': ['15', '31', '42', '53', '62', '71', '138']}; {'id': '15', 'type': 'if_statement', 'children': ['16', '19']}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '18'], 'value': 'is'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'lr'}; {'id': '18', 'type': 'None', 'children': []}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'lr'}; {'id': '23', 'type': 'binary_operator', 'children': ['24', '25'], 'value': '/'}; {'id': '24', 'type': 'float', 'children': [], 'value': '1.'}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'binary_operator', 'children': ['29', '30'], 'value': '/'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'a'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'reg'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'n_source'}; {'id': '34', 'type': 'subscript', 'children': ['35', '41']}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'M'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'n_target'}; {'id': '45', 'type': 'subscript', 'children': ['46', '52']}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'M'}; {'id': '52', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'cur_beta'}; {'id': '56', 'type': 'call', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'zeros'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'n_target'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'ave_beta'}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'zeros'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'n_target'}; {'id': '71', 'type': 'for_statement', 'children': ['72', '73', '77']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'cur_iter'}; {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'numItermax'}; {'id': '77', 'type': 'block', 'children': ['78', '84', '95', '106', '120']}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'assignment', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '81', 'type': 'binary_operator', 'children': ['82', '83'], 'value': '+'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'cur_iter'}; {'id': '83', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '87', 'type': 'call', 'children': ['88', '93']}; {'id': '88', 'type': 'attribute', 'children': ['89', '92']}; {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'random'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'randint'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'n_source'}; {'id': '95', 'type': 'expression_statement', 'children': ['96']}; {'id': '96', 'type': 'assignment', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'cur_coord_grad'}; {'id': '98', 'type': 'call', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'coordinate_grad_semi_dual'}; {'id': '100', 'type': 'argument_list', 'children': ['101', '102', '103', '104', '105']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'M'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'reg'}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'cur_beta'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}; {'id': '107', 'type': 'augmented_assignment', 'children': ['108', '109'], 'value': '+='}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'cur_beta'}; {'id': '109', 'type': 'binary_operator', 'children': ['110', '119'], 'value': '*'}; {'id': '110', 'type': '()', 'children': ['111']}; {'id': '111', 'type': 'binary_operator', 'children': ['112', '113'], 'value': '/'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'lr'}; {'id': '113', 'type': 'call', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'sqrt'}; {'id': '117', 'type': 'argument_list', 'children': ['118']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'cur_coord_grad'}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}; {'id': '121', 'type': 'assignment', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'ave_beta'}; {'id': '123', 'type': 'binary_operator', 'children': ['124', '130'], 'value': '+'}; {'id': '124', 'type': 'binary_operator', 'children': ['125', '129'], 'value': '*'}; {'id': '125', 'type': '()', 'children': ['126']}; {'id': '126', 'type': 'binary_operator', 'children': ['127', '128'], 'value': '/'}; {'id': '127', 'type': 'float', 'children': [], 'value': '1.'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'cur_beta'}; {'id': '130', 'type': 'binary_operator', 'children': ['131', '137'], 'value': '*'}; {'id': '131', 'type': '()', 'children': ['132']}; {'id': '132', 'type': 'binary_operator', 'children': ['133', '134'], 'value': '-'}; {'id': '133', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '134', 'type': 'binary_operator', 'children': ['135', '136'], 'value': '/'}; {'id': '135', 'type': 'float', 'children': [], 'value': '1.'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'ave_beta'}; {'id': '138', 'type': 'return_statement', 'children': ['139']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'ave_beta'}
Compute the ASGD algorithm to solve the regularized semi continous measures optimal transport max problem The function solves the following optimization problem: .. math:: \gamma = arg\min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) s.t. \gamma 1 = a \gamma^T 1= b \gamma \geq 0 Where : - M is the (ns,nt) metric cost matrix - :math:`\Omega` is the entropic regularization term with :math:`\Omega(\gamma)=\sum_{i,j} \gamma_{i,j}\log(\gamma_{i,j})` - a and b are source and target weights (sum to 1) The algorithm used for solving the problem is the ASGD algorithm as proposed in [18]_ [alg.2] Parameters ---------- b : np.ndarray(nt,) target measure M : np.ndarray(ns, nt) cost matrix reg : float number Regularization term > 0 numItermax : int number number of iteration lr : float number learning rate Returns ------- ave_v : np.ndarray(nt,) dual variable Examples -------- >>> n_source = 7 >>> n_target = 4 >>> reg = 1 >>> numItermax = 300000 >>> a = ot.utils.unif(n_source) >>> b = ot.utils.unif(n_target) >>> rng = np.random.RandomState(0) >>> X_source = rng.randn(n_source, 2) >>> Y_target = rng.randn(n_target, 2) >>> M = ot.dist(X_source, Y_target) >>> method = "ASGD" >>> asgd_pi = stochastic.solve_semi_dual_entropic(a, b, M, reg, method, numItermax) >>> print(asgd_pi) References ---------- [Genevay et al., 2016] : Stochastic Optimization for Large-scale Optimal Transport, Advances in Neural Information Processing Systems (2016), arXiv preprint arxiv:1605.08527.
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{'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'abspath'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '59']}; {'id': '54', 'type': 'attribute', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '59', 'type': 'argument_list', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '62', 'type': 'print_statement', 'children': ['63', '67']}; {'id': '63', 'type': 'chevron', 'children': ['64']}; {'id': '64', 'type': 'attribute', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'sys'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'stderr'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'call', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'recompile'}; {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '73', 'type': 'else_clause', 'children': ['74']}; {'id': '74', 'type': 'block', 'children': ['75', '86']}; {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'assignment', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '78', 'type': 'call', 'children': ['79', '84']}; {'id': '79', 'type': 'attribute', 'children': ['80', '83']}; 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recursively recompile all .py files in the directory
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Dict representation. Returns: Dictionary of parameters from fefftags object
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_content'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '6', 'type': 'block', 'children': ['7', '9', '22', '34', '92', '104', '135', '150']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'string', 'children': [], 'value': '"Get HTML content"'}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'target_url'}; {'id': '12', 'type': 'binary_operator', 'children': ['13', '18'], 'value': '+'}; {'id': '13', 'type': 'binary_operator', 'children': ['14', '17'], 'value': '+'}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': '_db_url'}; {'id': '17', 'type': 'string', 'children': [], 'value': "'/'"}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'unquote'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"Opening \'{0}\'"'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'target_url'}; {'id': '34', 'type': 'try_statement', 'children': ['35', '47']}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '39', 'type': 'call', 'children': ['40', '45']}; {'id': '40', 'type': 'attribute', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'opener'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'target_url'}; {'id': '47', 'type': 'except_clause', 'children': ['48', '52']}; {'id': '48', 'type': 'as_pattern', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'HTTPError'}; {'id': '50', 'type': 'as_pattern_target', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '52', 'type': 'block', 'children': ['53', '60', '67']}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'call', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}; {'id': '59', 'type': 'string', 'children': [], 'value': '"HTTP error, your session may be expired."'}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '67', 'type': 'if_statement', 'children': ['68', '74', '88']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '73'], 'value': 'in'}; {'id': '69', 'type': 'call', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'input'}; {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'string', 'children': [], 'value': '"Request new permanent session and retry? (y/n)"'}; {'id': '73', 'type': 'string', 'children': [], 'value': "'yY'"}; {'id': '74', 'type': 'block', 'children': ['75', '81']}; {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '80']}; {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'request_permanent_session'}; {'id': '80', 'type': 'argument_list', 'children': []}; {'id': '81', 'type': 'return_statement', 'children': ['82']}; {'id': '82', 'type': 'call', 'children': ['83', '86']}; {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': '_get_content'}; {'id': '86', 'type': 'argument_list', 'children': ['87']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '88', 'type': 'else_clause', 'children': ['89']}; {'id': '89', 'type': 'block', 'children': ['90']}; {'id': '90', 'type': 'return_statement', 'children': ['91']}; {'id': '91', 'type': 'None', 'children': []}; {'id': '92', 'type': 'expression_statement', 'children': ['93']}; {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '97', 'type': 'argument_list', 'children': ['98']}; {'id': '98', 'type': 'call', 'children': ['99', '102']}; {'id': '99', 'type': 'attribute', 'children': ['100', '101']}; {'id': '100', 'type': 'string', 'children': [], 'value': '"Accessing \'{0}\'"'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '102', 'type': 'argument_list', 'children': ['103']}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'target_url'}; {'id': '104', 'type': 'try_statement', 'children': ['105', '114']}; {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}; {'id': '107', 'type': 'assignment', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '109', 'type': 'call', 'children': ['110', '113']}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '113', 'type': 'argument_list', 'children': []}; {'id': '114', 'type': 'except_clause', 'children': ['115', '119']}; {'id': '115', 'type': 'as_pattern', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'IncompleteRead'}; {'id': '117', 'type': 'as_pattern_target', 'children': ['118']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'icread'}; {'id': '119', 'type': 'block', 'children': ['120', '129']}; {'id': '120', 'type': 'expression_statement', 'children': ['121']}; {'id': '121', 'type': 'call', 'children': ['122', '125']}; {'id': '122', 'type': 'attribute', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'critical'}; {'id': '125', 'type': 'argument_list', 'children': ['126']}; {'id': '126', 'type': 'binary_operator', 'children': ['127', '128'], 'value': '+'}; {'id': '127', 'type': 'string', 'children': [], 'value': '"Incomplete data received from the DB, "'}; {'id': '128', 'type': 'string', 'children': [], 'value': '"the data could be corrupted."'}; {'id': '129', 'type': 'expression_statement', 'children': ['130']}; {'id': '130', 'type': 'assignment', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '132', 'type': 'attribute', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'icread'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'partial'}; {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'call', 'children': ['137', '140']}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '140', 'type': 'argument_list', 'children': ['141']}; {'id': '141', 'type': 'call', 'children': ['142', '145']}; {'id': '142', 'type': 'attribute', 'children': ['143', '144']}; {'id': '143', 'type': 'string', 'children': [], 'value': '"Got {0} bytes of data."'}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '145', 'type': 'argument_list', 'children': ['146']}; {'id': '146', 'type': 'call', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '148', 'type': 'argument_list', 'children': ['149']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '150', 'type': 'return_statement', 'children': ['151']}; {'id': '151', 'type': 'call', 'children': ['152', '155']}; {'id': '152', 'type': 'attribute', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '155', 'type': 'argument_list', 'children': ['156']}; {'id': '156', 'type': 'string', 'children': [], 'value': "'utf-8'"}
Get HTML content
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'log'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'branch'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'remote'}; {'id': '7', 'type': 'block', 'children': ['8', '16']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '11', 'type': 'subscript', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'settings'}; {'id': '15', 'type': 'string', 'children': [], 'value': "'rebase.log-hook'"}; {'id': '16', 'type': 'if_statement', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '18', 'type': 'block', 'children': ['19', '146']}; {'id': '19', 'type': 'if_statement', 'children': ['20', '21', '124']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'ON_WINDOWS'}; {'id': '21', 'type': 'block', 'children': ['22', '33', '44', '55', '97', '115']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31', '32']}; {'id': '30', 'type': 'string', 'children': [], 'value': "r'\\$(\\d+)'"}; {'id': '31', 'type': 'string', 'children': [], 'value': "r'%\\1'"}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42', '43']}; {'id': '41', 'type': 'string', 'children': [], 'value': "r'%(?!\\d)'"}; {'id': '42', 'type': 'string', 'children': [], 'value': "'%%'"}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'sub'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '53', '54']}; {'id': '52', 'type': 'string', 'children': [], 'value': "r'; ?'"}; {'id': '53', 'type': 'string', 'children': [], 'value': "r'\\n'"}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '55', 'type': 'with_statement', 'children': ['56', '73']}; {'id': '56', 'type': 'with_clause', 'children': ['57']}; {'id': '57', 'type': 'with_item', 'children': ['58']}; {'id': '58', 'type': 'as_pattern', 'children': ['59', '71']}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'NamedTemporaryFile'}; {'id': '61', 'type': 'argument_list', 'children': ['62', '65', '68']}; {'id': '62', 'type': 'keyword_argument', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'prefix'}; {'id': '64', 'type': 'string', 'children': [], 'value': "'PyGitUp.'"}; {'id': '65', 'type': 'keyword_argument', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '67', 'type': 'string', 'children': [], 'value': "'.bat'"}; {'id': '68', 'type': 'keyword_argument', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'delete'}; {'id': '70', 'type': 'False', 'children': []}; {'id': '71', 'type': 'as_pattern_target', 'children': ['72']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'bat_file'}; {'id': '73', 'type': 'block', 'children': ['74', '83']}; {'id': '74', 'type': 'expression_statement', 'children': ['75']}; {'id': '75', 'type': 'call', 'children': ['76', '81']}; {'id': '76', 'type': 'attribute', 'children': ['77', '80']}; {'id': '77', 'type': 'attribute', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'bat_file'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '81', 'type': 'argument_list', 'children': ['82']}; {'id': '82', 'type': 'string', 'children': [], 'value': "b'@echo off\\n'"}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'call', 'children': ['85', '90']}; {'id': '85', 'type': 'attribute', 'children': ['86', '89']}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'bat_file'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'file'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'encode'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'string', 'children': [], 'value': "'utf-8'"}; {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '100', 'type': 'call', 'children': ['101', '104']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'call'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}; {'id': '105', 'type': 'list', 'children': ['106', '109', '112'], 'value': '[bat_file.name, branch.name, remote.name]'}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'bat_file'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'branch'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'remote'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '115', 'type': 'expression_statement', 'children': ['116']}; {'id': '116', 'type': 'call', 'children': ['117', '120']}; {'id': '117', 'type': 'attribute', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'remove'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}; {'id': '121', 'type': 'attribute', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'bat_file'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '124', 'type': 'else_clause', 'children': ['125']}; {'id': '125', 'type': 'block', 'children': ['126']}; {'id': '126', 'type': 'expression_statement', 'children': ['127']}; {'id': '127', 'type': 'assignment', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '129', 'type': 'call', 'children': ['130', '133']}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'subprocess'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'call'}; {'id': '133', 'type': 'argument_list', 'children': ['134', '143']}; {'id': '134', 'type': 'list', 'children': ['135', '136', '137', '140'], 'value': "[log_hook, 'git-up', branch.name, remote.name]"}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'log_hook'}; {'id': '136', 'type': 'string', 'children': [], 'value': "'git-up'"}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'branch'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '140', 'type': 'attribute', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'remote'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '143', 'type': 'keyword_argument', 'children': ['144', '145']}; {'id': '144', 'type': 'identifier', 'children': [], 'value': 'shell'}; {'id': '145', 'type': 'True', 'children': []}; {'id': '146', 'type': 'if_statement', 'children': ['147', '150']}; {'id': '147', 'type': 'attribute', 'children': ['148', '149']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'testing'}; {'id': '150', 'type': 'block', 'children': ['151']}; {'id': '151', 'type': 'assert_statement', 'children': ['152', '155']}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '154'], 'value': '=='}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '154', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '155', 'type': 'string', 'children': [], 'value': "'log_hook returned != 0'"}
Call a log-command, if set by git-up.fetch.all.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'on_channel_open'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '6', 'type': 'block', 'children': ['7', '16', '22', '30', '36']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '14']}; {'id': '9', 'type': 'attribute', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_logger'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'string', 'children': [], 'value': "'Channel opened'"}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '_channel'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '29']}; {'id': '24', 'type': 'attribute', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': '_channel'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'parent_client'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'call', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'add_on_channel_close_callback'}; {'id': '35', 'type': 'argument_list', 'children': []}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'setup_exchange'}; {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': '_exchange'}
Invoked by pika when the channel has been opened. The channel object is passed in so we can make use of it. Since the channel is now open, we'll declare the exchange to use. :param pika.channel.Channel channel: The channel object
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'update_col_from_series'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'column_name'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'cast'}; {'id': '9', 'type': 'False', 'children': []}; {'id': '10', 'type': 'block', 'children': ['11', '26', '36', '78']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'string', 'children': [], 'value': "'updating column {!r} in table {!r}'"}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'column_name'}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'col_dtype'}; {'id': '29', 'type': 'attribute', 'children': ['30', '35']}; {'id': '30', 'type': 'subscript', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'local'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'column_name'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '36', 'type': 'if_statement', 'children': ['37', '42']}; {'id': '37', 'type': 'comparison_operator', 'children': ['38', '41'], 'value': '!='}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'col_dtype'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'if_statement', 'children': ['44', '45', '55']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'cast'}; {'id': '45', 'type': 'block', 'children': ['46']}; {'id': '46', 'type': 'expression_statement', 'children': ['47']}; {'id': '47', 'type': 'assignment', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'astype'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'col_dtype'}; {'id': '55', 'type': 'else_clause', 'children': ['56']}; {'id': '56', 'type': 'block', 'children': ['57', '61', '73']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'err_msg'}; {'id': '60', 'type': 'string', 'children': [], 'value': '"Data type mismatch, existing:{}, update:{}"'}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'err_msg'}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'err_msg'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '68', 'type': 'argument_list', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'col_dtype'}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '73', 'type': 'raise_statement', 'children': ['74']}; {'id': '74', 'type': 'call', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '76', 'type': 'argument_list', 'children': ['77']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'err_msg'}; {'id': '78', 'type': 'expression_statement', 'children': ['79']}; {'id': '79', 'type': 'assignment', 'children': ['80', '90']}; {'id': '80', 'type': 'subscript', 'children': ['81', '86', '89']}; {'id': '81', 'type': 'attribute', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'local'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'loc'}; {'id': '86', 'type': 'attribute', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'series'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'column_name'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'series'}
Update existing values in a column from another series. Index values must match in both column and series. Optionally casts data type to match the existing column. Parameters --------------- column_name : str series : panas.Series cast: bool, optional, default False
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'read'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '22', '33', '83']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '14']}; {'id': '10', 'type': 'not_operator', 'children': ['11']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_open'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'raise_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'pycdlibexception'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'PyCdlibInvalidInput'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'string', 'children': [], 'value': "'I/O operation on closed file.'"}; {'id': '22', 'type': 'if_statement', 'children': ['23', '30']}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '27'], 'value': '>='}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': '_offset'}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_length'}; {'id': '30', 'type': 'block', 'children': ['31']}; {'id': '31', 'type': 'return_statement', 'children': ['32']}; {'id': '32', 'type': 'string', 'children': [], 'value': "b''"}; {'id': '33', 'type': 'if_statement', 'children': ['34', '41', '50']}; {'id': '34', 'type': 'boolean_operator', 'children': ['35', '38'], 'value': 'or'}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': 'is'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '37', 'type': 'None', 'children': []}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': '<'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '40', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'readall'}; {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'else_clause', 'children': ['51']}; {'id': '51', 'type': 'block', 'children': ['52', '66', '77']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'readsize'}; {'id': '55', 'type': 'call', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '57', 'type': 'argument_list', 'children': ['58', '65']}; {'id': '58', 'type': 'binary_operator', 'children': ['59', '62'], 'value': '-'}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': '_length'}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': '_offset'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '69', 'type': 'call', 'children': ['70', '75']}; {'id': '70', 'type': 'attribute', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': '_fp'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'readsize'}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'augmented_assignment', 'children': ['79', '82'], 'value': '+='}; {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': '_offset'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'readsize'}; {'id': '83', 'type': 'return_statement', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'data'}
A method to read and return up to size bytes. Parameters: size - Optional parameter to read size number of bytes; if None or negative, all remaining bytes in the file will be read Returns: The number of bytes requested or the rest of the data left in the file, whichever is smaller. If the file is at or past EOF, returns an empty bytestring.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'find_args'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'arg_type'}; {'id': '6', 'type': 'block', 'children': ['7', '17', '31']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '14', 'type': 'argument_list', 'children': ['15', '16']}; {'id': '15', 'type': 'string', 'children': [], 'value': "'arguments'"}; {'id': '16', 'type': 'dictionary', 'children': []}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'obj_tags'}; {'id': '20', 'type': 'list_comprehension', 'children': ['21', '22', '25']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'arg'}; {'id': '22', 'type': 'for_in_clause', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'arg'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '25', 'type': 'if_clause', 'children': ['26']}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '30'], 'value': '=='}; {'id': '27', 'type': 'subscript', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'arg'}; {'id': '29', 'type': 'string', 'children': [], 'value': "'type'"}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'arg_type'}; {'id': '31', 'type': 'if_statement', 'children': ['32', '33', '44']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'obj_tags'}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'list_comprehension', 'children': ['36', '41']}; {'id': '36', 'type': 'subscript', 'children': ['37', '40']}; {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'o'}; {'id': '39', 'type': 'string', 'children': [], 'value': "'value'"}; {'id': '40', 'type': 'string', 'children': [], 'value': "'@id'"}; {'id': '41', 'type': 'for_in_clause', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'o'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'obj_tags'}; {'id': '44', 'type': 'else_clause', 'children': ['45']}; {'id': '45', 'type': 'block', 'children': ['46']}; {'id': '46', 'type': 'return_statement', 'children': ['47']}; {'id': '47', 'type': 'list', 'children': [], 'value': '[]'}
Return IDs of all arguments of a given type
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_check_base_classes'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'base_classes'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'check_for_type'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '45']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'return_value'}; {'id': '10', 'type': 'False', 'children': []}; {'id': '11', 'type': 'for_statement', 'children': ['12', '13', '14']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'base'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'base_classes'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'if_statement', 'children': ['16', '21', '27']}; {'id': '16', 'type': 'comparison_operator', 'children': ['17', '20'], 'value': '=='}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'base'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': '__name__'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'check_for_type'}; {'id': '21', 'type': 'block', 'children': ['22', '26']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'return_value'}; {'id': '25', 'type': 'True', 'children': []}; {'id': '26', 'type': 'break_statement', 'children': []}; {'id': '27', 'type': 'else_clause', 'children': ['28']}; {'id': '28', 'type': 'block', 'children': ['29', '39']}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'return_value'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': '_check_base_classes'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'base'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': '__bases__'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'check_for_type'}; {'id': '39', 'type': 'if_statement', 'children': ['40', '43']}; {'id': '40', 'type': 'comparison_operator', 'children': ['41', '42'], 'value': 'is'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'return_value'}; {'id': '42', 'type': 'True', 'children': []}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'break_statement', 'children': []}; {'id': '45', 'type': 'return_statement', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'return_value'}
Indicate whether ``check_for_type`` exists in ``base_classes``.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_json_column'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'dictionary_splat_pattern', 'children': ['5']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'return_statement', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'db'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'Column'}; {'id': '12', 'type': 'argument_list', 'children': ['13', '29', '32']}; {'id': '13', 'type': 'call', 'children': ['14', '19']}; {'id': '14', 'type': 'attribute', 'children': ['15', '18']}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'JSONType'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'with_variant'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '28']}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'postgresql'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'JSON'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'keyword_argument', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'none_as_null'}; {'id': '27', 'type': 'True', 'children': []}; {'id': '28', 'type': 'string', 'children': [], 'value': "'postgresql'"}; {'id': '29', 'type': 'keyword_argument', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'nullable'}; {'id': '31', 'type': 'True', 'children': []}; {'id': '32', 'type': 'dictionary_splat', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'kwargs'}
Return JSON column.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_pool_context'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '28', '69']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '9', 'type': 'dictionary', 'children': ['10', '21']}; {'id': '10', 'type': 'pair', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'lane_id'}; {'id': '16', 'type': 'attribute', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'role'}; {'id': '21', 'type': 'pair', 'children': ['22', '23']}; {'id': '22', 'type': 'string', 'children': [], 'value': "'self'"}; {'id': '23', 'type': 'attribute', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'role'}; {'id': '28', 'type': 'for_statement', 'children': ['29', '32', '41']}; {'id': '29', 'type': 'pattern_list', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'lane_id'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'role_id'}; {'id': '32', 'type': 'call', 'children': ['33', '40']}; {'id': '33', 'type': 'attribute', 'children': ['34', '39']}; {'id': '34', 'type': 'attribute', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'pool'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '40', 'type': 'argument_list', 'children': []}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'if_statement', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'role_id'}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '50']}; {'id': '47', 'type': 'subscript', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'lane_id'}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'lazy_object_proxy'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'Proxy'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'lambda', 'children': ['56']}; {'id': '56', 'type': 'call', 'children': ['57', '67']}; {'id': '57', 'type': 'attribute', 'children': ['58', '66']}; {'id': '58', 'type': 'attribute', 'children': ['59', '65']}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'role_model'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'super_context'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'objects'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'role_id'}; {'id': '69', 'type': 'return_statement', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'context'}
Builds context for the WF pool. Returns: Context dict.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'install_mediaroom_protocol'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'responses_callback'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'box_ip'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '14', '21', '29', '37', '43', '55']}; {'id': '9', 'type': 'import_from_statement', 'children': ['10', '12']}; {'id': '10', 'type': 'relative_import', 'children': ['11']}; {'id': '11', 'type': 'import_prefix', 'children': []}; {'id': '12', 'type': 'dotted_name', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'version'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '_LOGGER'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'version'}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'loop'}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'asyncio'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'get_event_loop'}; {'id': '28', 'type': 'argument_list', 'children': []}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'mediaroom_protocol'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'MediaroomProtocol'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'responses_callback'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'box_ip'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'sock'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'create_socket'}; {'id': '42', 'type': 'argument_list', 'children': []}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'await', 'children': ['45']}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'loop'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'create_datagram_endpoint'}; {'id': '49', 'type': 'argument_list', 'children': ['50', '52']}; {'id': '50', 'type': 'lambda', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'mediaroom_protocol'}; {'id': '52', 'type': 'keyword_argument', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'sock'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'sock'}; {'id': '55', 'type': 'return_statement', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'mediaroom_protocol'}
Install an asyncio protocol to process NOTIFY messages.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'build'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'block', 'children': ['11', '34', '53', '68', '83', '100', '113', '131']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'xw'}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '32', '33']}; {'id': '19', 'type': 'binary_operator', 'children': ['20', '29'], 'value': '+'}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'matmul'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'w_matrix'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'bias'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '33', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'hu'}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '51', '52']}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'matmul'}; {'id': '46', 'type': 'argument_list', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'U'}; {'id': '51', 'type': 'integer', 'children': [], 'value': '3'}; {'id': '52', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '56', 'type': 'call', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'sigmoid'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'binary_operator', 'children': ['62', '65'], 'value': '+'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'xw'}; {'id': '64', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '65', 'type': 'subscript', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'hu'}; {'id': '67', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'assignment', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'z'}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'sigmoid'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'binary_operator', 'children': ['77', '80'], 'value': '+'}; {'id': '77', 'type': 'subscript', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'xw'}; {'id': '79', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '80', 'type': 'subscript', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'hu'}; {'id': '82', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'assignment', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'h1'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'tanh'}; {'id': '90', 'type': 'argument_list', 'children': ['91']}; {'id': '91', 'type': 'binary_operator', 'children': ['92', '95'], 'value': '+'}; {'id': '92', 'type': 'subscript', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'xw'}; {'id': '94', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '95', 'type': 'binary_operator', 'children': ['96', '97'], 'value': '*'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '97', 'type': 'subscript', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'hu'}; {'id': '99', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'assignment', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'next_h'}; {'id': '103', 'type': 'binary_operator', 'children': ['104', '110'], 'value': '+'}; {'id': '104', 'type': 'binary_operator', 'children': ['105', '106'], 'value': '*'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'h1'}; {'id': '106', 'type': '()', 'children': ['107']}; {'id': '107', 'type': 'binary_operator', 'children': ['108', '109'], 'value': '-'}; {'id': '108', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'z'}; {'id': '110', 'type': 'binary_operator', 'children': ['111', '112'], 'value': '*'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'z'}; {'id': '113', 'type': 'if_statement', 'children': ['114', '117']}; {'id': '114', 'type': 'comparison_operator', 'children': ['115', '116'], 'value': 'is not'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '116', 'type': 'None', 'children': []}; {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'next_h'}; {'id': '121', 'type': 'binary_operator', 'children': ['122', '125'], 'value': '+'}; {'id': '122', 'type': 'binary_operator', 'children': ['123', '124'], 'value': '*'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'next_h'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '125', 'type': 'binary_operator', 'children': ['126', '127'], 'value': '*'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'h'}; {'id': '127', 'type': '()', 'children': ['128']}; {'id': '128', 'type': 'binary_operator', 'children': ['129', '130'], 'value': '-'}; {'id': '129', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'mask'}; {'id': '131', 'type': 'return_statement', 'children': ['132']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'next_h'}
Build the GRU cell.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '__create_header'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'command_string'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'session_id'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'reply_id'}; {'id': '9', 'type': 'block', 'children': ['10', '23', '38', '53', '57', '70', '81']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '13', 'type': 'binary_operator', 'children': ['14', '22'], 'value': '+'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'pack'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18', '19', '20', '21']}; {'id': '17', 'type': 'string', 'children': [], 'value': "'<4H'"}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '19', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'session_id'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'reply_id'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'command_string'}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'unpack'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '37']}; {'id': '29', 'type': 'binary_operator', 'children': ['30', '31'], 'value': '+'}; {'id': '30', 'type': 'string', 'children': [], 'value': "'8B'"}; {'id': '31', 'type': 'binary_operator', 'children': ['32', '33'], 'value': '%'}; {'id': '32', 'type': 'string', 'children': [], 'value': "'%sB'"}; {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'command_string'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'checksum'}; {'id': '41', 'type': 'subscript', 'children': ['42', '52']}; {'id': '42', 'type': 'call', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'unpack'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '46']}; {'id': '45', 'type': 'string', 'children': [], 'value': "'H'"}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': '__create_checksum'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '52', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'augmented_assignment', 'children': ['55', '56'], 'value': '+='}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'reply_id'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '57', 'type': 'if_statement', 'children': ['58', '63']}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': '>='}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'reply_id'}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'const'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'USHRT_MAX'}; {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'augmented_assignment', 'children': ['66', '67'], 'value': '-='}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'reply_id'}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'const'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'USHRT_MAX'}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'pack'}; {'id': '75', 'type': 'argument_list', 'children': ['76', '77', '78', '79', '80']}; {'id': '76', 'type': 'string', 'children': [], 'value': "'<4H'"}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'checksum'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'session_id'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'reply_id'}; {'id': '81', 'type': 'return_statement', 'children': ['82']}; {'id': '82', 'type': 'binary_operator', 'children': ['83', '84'], 'value': '+'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'command_string'}
Puts a the parts that make up a packet together and packs them into a byte string
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'jsk_vc_pause'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'commands'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'Context'}; {'id': '11', 'type': 'block', 'children': ['12', '20', '35', '41']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'voice'}; {'id': '15', 'type': 'attribute', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'guild'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'voice_client'}; {'id': '20', 'type': 'if_statement', 'children': ['21', '26']}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'voice'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'is_paused'}; {'id': '25', 'type': 'argument_list', 'children': []}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'return_statement', 'children': ['28']}; {'id': '28', 'type': 'await', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'send'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'string', 'children': [], 'value': '"Audio is already paused."'}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'voice'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'pause'}; {'id': '40', 'type': 'argument_list', 'children': []}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'await', 'children': ['43']}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'send'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'string', 'children': [], 'value': 'f"Paused audio in {voice.channel.name}."'}
Pauses a running audio source, if there is one.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '4']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'transformer_librispeech_tpu_v2'}; {'id': '3', 'type': 'parameters', 'children': []}; {'id': '4', 'type': 'block', 'children': ['5', '11', '16', '22', '29']}; {'id': '5', 'type': 'expression_statement', 'children': ['6']}; {'id': '6', 'type': 'assignment', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'hparams'}; {'id': '8', 'type': 'call', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'transformer_librispeech_v2'}; {'id': '10', 'type': 'argument_list', 'children': []}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'update_hparams_for_tpu'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'hparams'}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'hparams'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'batch_size'}; {'id': '21', 'type': 'integer', 'children': [], 'value': '16'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'librispeech'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'set_librispeech_length_hparams'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'hparams'}; {'id': '29', 'type': 'return_statement', 'children': ['30']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'hparams'}
HParams for training ASR model on Librispeech on TPU v2.
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set_description'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '14', '35']}; {'id': '7', 'type': 'comparison_operator', 'children': ['8', '13'], 'value': '=='}; {'id': '8', 'type': 'subscript', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '12', 'type': 'string', 'children': [], 'value': "'type'"}; {'id': '13', 'type': 'string', 'children': [], 'value': "'Router'"}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '22']}; {'id': '17', 'type': 'subscript', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '21', 'type': 'string', 'children': [], 'value': "'description'"}; {'id': '22', 'type': 'binary_operator', 'children': ['23', '24'], 'value': '%'}; {'id': '23', 'type': 'string', 'children': [], 'value': "'%s %s'"}; {'id': '24', 'type': 'tuple', 'children': ['25', '30']}; {'id': '25', 'type': 'subscript', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '29', 'type': 'string', 'children': [], 'value': "'type'"}; {'id': '30', 'type': 'subscript', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '34', 'type': 'string', 'children': [], 'value': "'model'"}; {'id': '35', 'type': 'else_clause', 'children': ['36']}; {'id': '36', 'type': 'block', 'children': ['37']}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '44']}; {'id': '39', 'type': 'subscript', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '43', 'type': 'string', 'children': [], 'value': "'description'"}; {'id': '44', 'type': 'subscript', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'device_info'}; {'id': '48', 'type': 'string', 'children': [], 'value': "'desc'"}
Set the node description
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_create_service'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '7', 'type': 'dictionary', 'children': []}; {'id': '8', 'type': 'dictionary_splat_pattern', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '10', 'type': 'block', 'children': ['11', '18', '44']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'call', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'string', 'children': [], 'value': '"_create_service()"'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30']}; {'id': '29', 'type': 'string', 'children': [], 'value': "','"}; {'id': '30', 'type': 'list', 'children': ['31', '34', '37', '40'], 'value': '[self.service_name, self.plan_name,\n self.name, str(parameters)]'}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'service_name'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'plan_name'}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '44', 'type': 'return_statement', 'children': ['45']}; {'id': '45', 'type': 'call', 'children': ['46', '51']}; {'id': '46', 'type': 'attribute', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'service'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'create_service'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '55', '58', '61', '62']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'service_name'}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'plan_name'}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '62', 'type': 'dictionary_splat', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'kwargs'}
Create a Cloud Foundry service that has custom parameters.